/
Agents.log
16000 lines (16000 loc) · 515 KB
/
Agents.log
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
INFO:root:Player action: 0
INFO:root:Policing action: 0
INFO:root:Player action: 1
INFO:root:Policing action: 1
INFO:root:Policing_actions_prob: [[ 0.5049997 0.49500027]]
INFO:root:Vp: -0.0299983
INFO:root:V: -2.0
INFO:root:Gradient of V_p: [ 0.02011191]
INFO:root:Gradient of V: [ 1.34087157]
INFO:root:Cost: -0.000269675
INFO:root:Policing_actions_prob: [[ 0.57233071 0.42766932]]
INFO:root:Vp: -0.433984
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [-0.15335643]
INFO:root:Gradient of V: [ 0.7067374]
INFO:root:Cost: 0.00108383
INFO:root:Player action: 1
INFO:root:Policing action: 1
INFO:root:Player action: 1
INFO:root:Policing action: 0
INFO:root:Policing_actions_prob: [[ 0.57992601 0.42007393]]
INFO:root:Vp: -0.479556
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [-0.15804458]
INFO:root:Gradient of V: [ 0.65912843]
INFO:root:Cost: 0.00104172
INFO:root:Policing_actions_prob: [[ 0.56251198 0.43748808]]
INFO:root:Vp: -0.375072
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [-0.1325386]
INFO:root:Gradient of V: [ 0.7067374]
INFO:root:Cost: 0.0009367
INFO:root:Player action: 0
INFO:root:Policing action: 0
INFO:root:Player action: 0
INFO:root:Policing action: 1
INFO:root:Policing_actions_prob: [[ 0.51096916 0.48903087]]
INFO:root:Vp: -0.0658149
INFO:root:V: -2.0
INFO:root:Gradient of V_p: [ 0.04412465]
INFO:root:Gradient of V: [ 1.34087157]
INFO:root:Cost: -0.000591655
INFO:root:Policing_actions_prob: [[ 0.4914811 0.50851887]]
INFO:root:Vp: 0.0511133
INFO:root:V: -2.0
INFO:root:Gradient of V_p: [-0.03305149]
INFO:root:Gradient of V: [ 1.29326272]
INFO:root:Cost: 0.000427443
INFO:root:Player action: 1
INFO:root:Policing action: 1
INFO:root:Player action: 0
INFO:root:Policing action: 0
INFO:root:Policing_actions_prob: [[ 0.57931632 0.42068371]]
INFO:root:Vp: -0.475898
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [-0.15683889]
INFO:root:Gradient of V: [ 0.65912843]
INFO:root:Cost: 0.00103377
INFO:root:Policing_actions_prob: [[ 0.49434376 0.50565618]]
INFO:root:Vp: 0.0339373
INFO:root:V: -2.0
INFO:root:Gradient of V_p: [-0.02194491]
INFO:root:Gradient of V: [ 1.29326272]
INFO:root:Cost: 0.000283805
INFO:root:Player action: 1
INFO:root:Policing action: 1
INFO:root:Player action: 0
INFO:root:Policing action: 1
INFO:root:Policing_actions_prob: [[ 0.57680839 0.42319161]]
INFO:root:Vp: -0.46085
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [-0.15187979]
INFO:root:Gradient of V: [ 0.65912843]
INFO:root:Cost: 0.00100108
INFO:root:Policing_actions_prob: [[ 0.49787819 0.50212181]]
INFO:root:Vp: 0.0127308
INFO:root:V: -2.0
INFO:root:Gradient of V_p: [-0.00823216]
INFO:root:Gradient of V: [ 1.29326272]
INFO:root:Cost: 0.000106463
INFO:root:Player action: 1
INFO:root:Policing action: 0
INFO:root:Player action: 0
INFO:root:Policing action: 0
INFO:root:Policing_actions_prob: [[ 0.57341248 0.42658749]]
INFO:root:Vp: -0.440475
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [-0.14516479]
INFO:root:Gradient of V: [ 0.65912843]
INFO:root:Cost: 0.000956822
INFO:root:Policing_actions_prob: [[ 0.50181311 0.49818683]]
INFO:root:Vp: -0.0108789
INFO:root:V: -2.0
INFO:root:Gradient of V_p: [ 0.00703461]
INFO:root:Gradient of V: [ 1.29326272]
INFO:root:Cost: -9.0976e-05
INFO:root:Player action: 1
INFO:root:Policing action: 0
INFO:root:Player action: 0
INFO:root:Policing action: 1
INFO:root:Policing_actions_prob: [[ 0.56932783 0.43067214]]
INFO:root:Vp: -0.415967
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [-0.13708787]
INFO:root:Gradient of V: [ 0.65912843]
INFO:root:Cost: 0.000903585
INFO:root:Policing_actions_prob: [[ 0.50601304 0.49398693]]
INFO:root:Vp: -0.0360783
INFO:root:V: -2.0
INFO:root:Gradient of V_p: [ 0.02332936]
INFO:root:Gradient of V: [ 1.29326272]
INFO:root:Cost: -0.00030171
INFO:root:Player action: 1
INFO:root:Policing action: 0
INFO:root:Player action: 0
INFO:root:Policing action: 0
INFO:root:Policing_actions_prob: [[ 0.56468451 0.43531549]]
INFO:root:Vp: -0.388107
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [-0.1279062]
INFO:root:Gradient of V: [ 0.65912843]
INFO:root:Cost: 0.000843066
INFO:root:Policing_actions_prob: [[ 0.51039964 0.48960039]]
INFO:root:Vp: -0.0623977
INFO:root:V: -2.0
INFO:root:Gradient of V_p: [ 0.04034834]
INFO:root:Gradient of V: [ 1.29326272]
INFO:root:Cost: -0.00052181
INFO:root:Player action: 1
INFO:root:Policing action: 0
INFO:root:Player action: 1
INFO:root:Policing action: 1
INFO:root:Policing_actions_prob: [[ 0.55957395 0.44042599]]
INFO:root:Vp: -0.357444
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [-0.11780071]
INFO:root:Gradient of V: [ 0.65912843]
INFO:root:Cost: 0.000776458
INFO:root:Policing_actions_prob: [[ 0.56789356 0.43210644]]
INFO:root:Vp: -0.407361
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [-0.14394876]
INFO:root:Gradient of V: [ 0.7067374]
INFO:root:Cost: 0.00101734
INFO:root:Player action: 0
INFO:root:Policing action: 1
INFO:root:Player action: 1
INFO:root:Policing action: 1
INFO:root:Policing_actions_prob: [[ 0.51683033 0.48316973]]
INFO:root:Vp: -0.100982
INFO:root:V: -2.0
INFO:root:Gradient of V_p: [ 0.06770179]
INFO:root:Gradient of V: [ 1.34087157]
INFO:root:Cost: -0.000907794
INFO:root:Policing_actions_prob: [[ 0.56749004 0.43250999]]
INFO:root:Vp: -0.40494
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [-0.14309318]
INFO:root:Gradient of V: [ 0.7067374]
INFO:root:Cost: 0.00101129
INFO:root:Player action: 0
INFO:root:Policing action: 1
INFO:root:Player action: 1
INFO:root:Policing action: 1
INFO:root:Policing_actions_prob: [[ 0.51877606 0.48122391]]
INFO:root:Vp: -0.112656
INFO:root:V: -2.0
INFO:root:Gradient of V_p: [ 0.07552891]
INFO:root:Gradient of V: [ 1.34087157]
INFO:root:Cost: -0.00101275
INFO:root:Policing_actions_prob: [[ 0.56608266 0.43391734]]
INFO:root:Vp: -0.396496
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [-0.14010926]
INFO:root:Gradient of V: [ 0.7067374]
INFO:root:Cost: 0.000990205
INFO:root:Player action: 0
INFO:root:Policing action: 1
INFO:root:Player action: 1
INFO:root:Policing action: 0
INFO:root:Policing_actions_prob: [[ 0.52139062 0.47860935]]
INFO:root:Vp: -0.128344
INFO:root:V: -2.0
INFO:root:Gradient of V_p: [ 0.08604627]
INFO:root:Gradient of V: [ 1.34087157]
INFO:root:Cost: -0.00115377
INFO:root:Policing_actions_prob: [[ 0.56384873 0.43615124]]
INFO:root:Vp: -0.383092
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [-0.13537289]
INFO:root:Gradient of V: [ 0.7067374]
INFO:root:Cost: 0.000956731
INFO:root:Player action: 1
INFO:root:Policing action: 1
INFO:root:Player action: 1
INFO:root:Policing action: 0
INFO:root:Policing_actions_prob: [[ 0.55206269 0.44793731]]
INFO:root:Vp: -0.312376
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [-0.102948]
INFO:root:Gradient of V: [ 0.65912843]
INFO:root:Cost: 0.000678559
INFO:root:Policing_actions_prob: [[ 0.56091714 0.43908289]]
INFO:root:Vp: -0.365503
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [-0.12915723]
INFO:root:Gradient of V: [ 0.7067374]
INFO:root:Cost: 0.000912802
INFO:root:Player action: 0
INFO:root:Policing action: 0
INFO:root:Player action: 0
INFO:root:Policing action: 0
INFO:root:Policing_actions_prob: [[ 0.52617842 0.47382164]]
INFO:root:Vp: -0.15707
INFO:root:V: -2.0
INFO:root:Gradient of V_p: [ 0.10530557]
INFO:root:Gradient of V: [ 1.34087157]
INFO:root:Cost: -0.00141201
INFO:root:Policing_actions_prob: [[ 0.52421194 0.47578806]]
INFO:root:Vp: -0.145272
INFO:root:V: -2.0
INFO:root:Gradient of V_p: [ 0.09393721]
INFO:root:Gradient of V: [ 1.29326272]
INFO:root:Cost: -0.00121485
INFO:root:Player action: 1
INFO:root:Policing action: 1
INFO:root:Player action: 1
INFO:root:Policing action: 1
INFO:root:Policing_actions_prob: [[ 0.54987937 0.4501206 ]]
INFO:root:Vp: -0.299276
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [-0.09863076]
INFO:root:Gradient of V: [ 0.65912843]
INFO:root:Cost: 0.000650103
INFO:root:Policing_actions_prob: [[ 0.55646884 0.4435311 ]]
INFO:root:Vp: -0.338813
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [-0.11972599]
INFO:root:Gradient of V: [ 0.7067374]
INFO:root:Cost: 0.000846148
INFO:root:Player action: 1
INFO:root:Policing action: 1
INFO:root:Player action: 1
INFO:root:Policing action: 1
INFO:root:Policing_actions_prob: [[ 0.54768753 0.45231241]]
INFO:root:Vp: -0.286125
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [-0.09429668]
INFO:root:Gradient of V: [ 0.65912843]
INFO:root:Cost: 0.000621536
INFO:root:Policing_actions_prob: [[ 0.55326402 0.44673598]]
INFO:root:Vp: -0.319584
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [-0.11293103]
INFO:root:Gradient of V: [ 0.7067374]
INFO:root:Cost: 0.000798126
INFO:root:Player action: 1
INFO:root:Policing action: 0
INFO:root:Player action: 0
INFO:root:Policing action: 0
INFO:root:Policing_actions_prob: [[ 0.54488599 0.45511407]]
INFO:root:Vp: -0.269316
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [-0.08875684]
INFO:root:Gradient of V: [ 0.65912843]
INFO:root:Cost: 0.000585022
INFO:root:Policing_actions_prob: [[ 0.52862012 0.47137994]]
INFO:root:Vp: -0.171721
INFO:root:V: -2.0
INFO:root:Gradient of V_p: [ 0.1110399]
INFO:root:Gradient of V: [ 1.29326272]
INFO:root:Cost: -0.00143604
INFO:root:Player action: 1
INFO:root:Policing action: 0
INFO:root:Player action: 1
INFO:root:Policing action: 0
INFO:root:Policing_actions_prob: [[ 0.54154676 0.45845327]]
INFO:root:Vp: -0.24928
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [-0.08215392]
INFO:root:Gradient of V: [ 0.65912843]
INFO:root:Cost: 0.0005415
INFO:root:Policing_actions_prob: [[ 0.54831475 0.45168528]]
INFO:root:Vp: -0.289888
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [-0.10243749]
INFO:root:Gradient of V: [ 0.7067374]
INFO:root:Cost: 0.000723964
INFO:root:Player action: 1
INFO:root:Policing action: 1
INFO:root:Player action: 0
INFO:root:Policing action: 0
INFO:root:Policing_actions_prob: [[ 0.5377304 0.4622696]]
INFO:root:Vp: -0.226382
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [-0.07460753]
INFO:root:Gradient of V: [ 0.65912843]
INFO:root:Cost: 0.000491759
INFO:root:Policing_actions_prob: [[ 0.5319472 0.4680528]]
INFO:root:Vp: -0.191683
INFO:root:V: -2.0
INFO:root:Gradient of V_p: [ 0.12394835]
INFO:root:Gradient of V: [ 1.29326272]
INFO:root:Cost: -0.00160298
INFO:root:Player action: 1
INFO:root:Policing action: 1
INFO:root:Player action: 1
INFO:root:Policing action: 1
INFO:root:Policing_actions_prob: [[ 0.53348839 0.46651161]]
INFO:root:Vp: -0.20093
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [-0.06621946]
INFO:root:Gradient of V: [ 0.65912843]
INFO:root:Cost: 0.000436471
INFO:root:Policing_actions_prob: [[ 0.54398727 0.45601273]]
INFO:root:Vp: -0.263924
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [-0.09326235]
INFO:root:Gradient of V: [ 0.7067374]
INFO:root:Cost: 0.00065912
INFO:root:Player action: 1
INFO:root:Policing action: 1
INFO:root:Player action: 0
INFO:root:Policing action: 0
INFO:root:Policing_actions_prob: [[ 0.52886516 0.47113487]]
INFO:root:Vp: -0.173191
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [-0.05707751]
INFO:root:Gradient of V: [ 0.65912843]
INFO:root:Cost: 0.000376214
INFO:root:Policing_actions_prob: [[ 0.5355981 0.46440193]]
INFO:root:Vp: -0.213589
INFO:root:V: -2.0
INFO:root:Gradient of V_p: [ 0.13811302]
INFO:root:Gradient of V: [ 1.29326272]
INFO:root:Cost: -0.00178616
INFO:root:Player action: 0
INFO:root:Policing action: 0
INFO:root:Player action: 0
INFO:root:Policing action: 1
INFO:root:Policing_actions_prob: [[ 0.53459907 0.46540087]]
INFO:root:Vp: -0.207595
INFO:root:V: -2.0
INFO:root:Gradient of V_p: [ 0.13917883]
INFO:root:Gradient of V: [ 1.34087157]
INFO:root:Cost: -0.00186621
INFO:root:Policing_actions_prob: [[ 0.53817952 0.46182051]]
INFO:root:Vp: -0.229077
INFO:root:V: -2.0
INFO:root:Gradient of V_p: [ 0.14812838]
INFO:root:Gradient of V: [ 1.29326272]
INFO:root:Cost: -0.00191569
INFO:root:Player action: 1
INFO:root:Policing action: 1
INFO:root:Player action: 0
INFO:root:Policing action: 0
INFO:root:Policing_actions_prob: [[ 0.52180445 0.47819558]]
INFO:root:Vp: -0.130827
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [-0.04311577]
INFO:root:Gradient of V: [ 0.65912843]
INFO:root:Cost: 0.000284188
INFO:root:Policing_actions_prob: [[ 0.54115874 0.45884126]]
INFO:root:Vp: -0.246952
INFO:root:V: -2.0
INFO:root:Gradient of V_p: [ 0.15968718]
INFO:root:Gradient of V: [ 1.29326272]
INFO:root:Cost: -0.00206517
INFO:root:Player action: 1
INFO:root:Policing action: 0
INFO:root:Player action: 1
INFO:root:Policing action: 0
INFO:root:Policing_actions_prob: [[ 0.51761597 0.48238397]]
INFO:root:Vp: -0.105696
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [-0.03483362]
INFO:root:Gradient of V: [ 0.65912843]
INFO:root:Cost: 0.000229598
INFO:root:Policing_actions_prob: [[ 0.54061711 0.45938289]]
INFO:root:Vp: -0.243703
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [-0.08611689]
INFO:root:Gradient of V: [ 0.7067374]
INFO:root:Cost: 0.00060862
INFO:root:Player action: 1
INFO:root:Policing action: 1
INFO:root:Player action: 0
INFO:root:Policing action: 0
INFO:root:Policing_actions_prob: [[ 0.51304793 0.48695207]]
INFO:root:Vp: -0.0782876
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [-0.02580079]
INFO:root:Gradient of V: [ 0.65912843]
INFO:root:Cost: 0.00017006
INFO:root:Policing_actions_prob: [[ 0.54653037 0.4534696 ]]
INFO:root:Vp: -0.279182
INFO:root:V: -2.0
INFO:root:Gradient of V_p: [ 0.18052801]
INFO:root:Gradient of V: [ 1.29326272]
INFO:root:Cost: -0.0023347
INFO:root:Player action: 1
INFO:root:Policing action: 0
INFO:root:Player action: 1
INFO:root:Policing action: 0
INFO:root:Policing_actions_prob: [[ 0.50813836 0.4918617 ]]
INFO:root:Vp: -0.04883
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [-0.01609261]
INFO:root:Gradient of V: [ 0.65912843]
INFO:root:Cost: 0.000106071
INFO:root:Policing_actions_prob: [[ 0.53931022 0.46068978]]
INFO:root:Vp: -0.235861
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [-0.083346]
INFO:root:Gradient of V: [ 0.7067374]
INFO:root:Cost: 0.000589037
INFO:root:Player action: 1
INFO:root:Policing action: 0
INFO:root:Player action: 1
INFO:root:Policing action: 0
INFO:root:Policing_actions_prob: [[ 0.50292134 0.49707872]]
INFO:root:Vp: -0.0175279
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [-0.00577656]
INFO:root:Gradient of V: [ 0.65912843]
INFO:root:Cost: 3.8075e-05
INFO:root:Policing_actions_prob: [[ 0.53748667 0.46251333]]
INFO:root:Vp: -0.22492
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [-0.0794797]
INFO:root:Gradient of V: [ 0.7067374]
INFO:root:Cost: 0.000561713
INFO:root:Player action: 1
INFO:root:Policing action: 0
INFO:root:Player action: 1
INFO:root:Policing action: 1
INFO:root:Policing_actions_prob: [[ 0.49742761 0.50257236]]
INFO:root:Vp: 0.0154342
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [ 0.00508657]
INFO:root:Gradient of V: [ 0.65912843]
INFO:root:Cost: -3.3527e-05
INFO:root:Policing_actions_prob: [[ 0.53499812 0.46500185]]
INFO:root:Vp: -0.209989
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [-0.07420347]
INFO:root:Gradient of V: [ 0.7067374]
INFO:root:Cost: 0.000524424
INFO:root:Player action: 0
INFO:root:Policing action: 0
INFO:root:Player action: 0
INFO:root:Policing action: 1
INFO:root:Policing_actions_prob: [[ 0.53528166 0.46471837]]
INFO:root:Vp: -0.21169
INFO:root:V: -2.0
INFO:root:Gradient of V_p: [ 0.14192446]
INFO:root:Gradient of V: [ 1.34087157]
INFO:root:Cost: -0.00190302
INFO:root:Policing_actions_prob: [[ 0.55456138 0.44543868]]
INFO:root:Vp: -0.327368
INFO:root:V: -2.0
INFO:root:Gradient of V_p: [ 0.21168646]
INFO:root:Gradient of V: [ 1.29326272]
INFO:root:Cost: -0.00273766
INFO:root:Player action: 1
INFO:root:Policing action: 1
INFO:root:Player action: 1
INFO:root:Policing action: 1
INFO:root:Policing_actions_prob: [[ 0.48894614 0.51105386]]
INFO:root:Vp: 0.0663232
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [ 0.02185774]
INFO:root:Gradient of V: [ 0.65912843]
INFO:root:Cost: -0.000144071
INFO:root:Policing_actions_prob: [[ 0.53110427 0.4688957 ]]
INFO:root:Vp: -0.186626
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [-0.06594767]
INFO:root:Gradient of V: [ 0.7067374]
INFO:root:Cost: 0.000466077
INFO:root:Player action: 1
INFO:root:Policing action: 1
INFO:root:Player action: 1
INFO:root:Policing action: 1
INFO:root:Policing_actions_prob: [[ 0.48416546 0.51583457]]
INFO:root:Vp: 0.0950073
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [ 0.03131102]
INFO:root:Gradient of V: [ 0.65912843]
INFO:root:Cost: -0.00020638
INFO:root:Policing_actions_prob: [[ 0.52819932 0.47180071]]
INFO:root:Vp: -0.169196
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [-0.0597885]
INFO:root:Gradient of V: [ 0.7067374]
INFO:root:Cost: 0.000422548
INFO:root:Player action: 1
INFO:root:Policing action: 0
INFO:root:Player action: 0
INFO:root:Policing action: 0
INFO:root:Policing_actions_prob: [[ 0.47907335 0.52092659]]
INFO:root:Vp: 0.12556
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [ 0.04138]
INFO:root:Gradient of V: [ 0.65912843]
INFO:root:Cost: -0.000272747
INFO:root:Policing_actions_prob: [[ 0.5594126 0.44058743]]
INFO:root:Vp: -0.356476
INFO:root:V: -2.0
INFO:root:Gradient of V_p: [ 0.23050824]
INFO:root:Gradient of V: [ 1.29326272]
INFO:root:Cost: -0.00298108
INFO:root:Player action: 1
INFO:root:Policing action: 0
INFO:root:Player action: 1
INFO:root:Policing action: 0
INFO:root:Policing_actions_prob: [[ 0.47370228 0.52629769]]
INFO:root:Vp: 0.157786
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [ 0.05200069]
INFO:root:Gradient of V: [ 0.65912843]
INFO:root:Cost: -0.000342751
INFO:root:Policing_actions_prob: [[ 0.52360678 0.47639316]]
INFO:root:Vp: -0.141641
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [-0.05005144]
INFO:root:Gradient of V: [ 0.7067374]
INFO:root:Cost: 0.000353732
INFO:root:Player action: 1
INFO:root:Policing action: 0
INFO:root:Player action: 0
INFO:root:Policing action: 0
INFO:root:Policing_actions_prob: [[ 0.46808183 0.53191823]]
INFO:root:Vp: 0.191509
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [ 0.06311458]
INFO:root:Gradient of V: [ 0.65912843]
INFO:root:Cost: -0.000416006
INFO:root:Policing_actions_prob: [[ 0.56288689 0.43711305]]
INFO:root:Vp: -0.377322
INFO:root:V: -2.0
INFO:root:Gradient of V_p: [ 0.24398795]
INFO:root:Gradient of V: [ 1.29326272]
INFO:root:Cost: -0.00315541
INFO:root:Player action: 0
INFO:root:Policing action: 0
INFO:root:Player action: 1
INFO:root:Policing action: 0
INFO:root:Policing_actions_prob: [[ 0.53432226 0.46567774]]
INFO:root:Vp: -0.205934
INFO:root:V: -2.0
INFO:root:Gradient of V_p: [ 0.13806523]
INFO:root:Gradient of V: [ 1.34087157]
INFO:root:Cost: -0.00185128
INFO:root:Policing_actions_prob: [[ 0.51949203 0.48050791]]
INFO:root:Vp: -0.116952
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [-0.0413273]
INFO:root:Gradient of V: [ 0.7067374]
INFO:root:Cost: 0.000292076
INFO:root:Player action: 1
INFO:root:Policing action: 1
INFO:root:Player action: 1
INFO:root:Policing action: 1
INFO:root:Policing_actions_prob: [[ 0.45941684 0.54058319]]
INFO:root:Vp: 0.243499
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [ 0.08024858]
INFO:root:Gradient of V: [ 0.65912843]
INFO:root:Cost: -0.000528941
INFO:root:Policing_actions_prob: [[ 0.51649326 0.48350671]]
INFO:root:Vp: -0.0989597
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [-0.03496924]
INFO:root:Gradient of V: [ 0.7067374]
INFO:root:Cost: 0.000247141
INFO:root:Player action: 0
INFO:root:Policing action: 1
INFO:root:Player action: 1
INFO:root:Policing action: 0
INFO:root:Policing_actions_prob: [[ 0.53539211 0.46460789]]
INFO:root:Vp: -0.212353
INFO:root:V: -2.0
INFO:root:Gradient of V_p: [ 0.14236881]
INFO:root:Gradient of V: [ 1.34087157]
INFO:root:Cost: -0.00190898
INFO:root:Policing_actions_prob: [[ 0.51295263 0.48704734]]
INFO:root:Vp: -0.0777158
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [-0.02746235]
INFO:root:Gradient of V: [ 0.7067374]
INFO:root:Cost: 0.000194087
INFO:root:Player action: 1
INFO:root:Policing action: 1
INFO:root:Player action: 1
INFO:root:Policing action: 0
INFO:root:Policing_actions_prob: [[ 0.45256001 0.54743999]]
INFO:root:Vp: 0.28464
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [ 0.09380715]
INFO:root:Gradient of V: [ 0.65912843]
INFO:root:Cost: -0.00061831
INFO:root:Policing_actions_prob: [[ 0.50892562 0.49107438]]
INFO:root:Vp: -0.0535537
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [-0.0189242]
INFO:root:Gradient of V: [ 0.7067374]
INFO:root:Cost: 0.000133744
INFO:root:Player action: 1
INFO:root:Policing action: 1
INFO:root:Player action: 1
INFO:root:Policing action: 0
INFO:root:Policing_actions_prob: [[ 0.44850257 0.55149746]]
INFO:root:Vp: 0.308985
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [ 0.10183029]
INFO:root:Gradient of V: [ 0.65912843]
INFO:root:Cost: -0.000671192
INFO:root:Policing_actions_prob: [[ 0.50446188 0.49553815]]
INFO:root:Vp: -0.0267712
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [-0.00946011]
INFO:root:Gradient of V: [ 0.7067374]
INFO:root:Cost: 6.68581e-05
INFO:root:Player action: 0
INFO:root:Policing action: 0
INFO:root:Player action: 1
INFO:root:Policing action: 1
INFO:root:Policing_actions_prob: [[ 0.53768498 0.46231502]]
INFO:root:Vp: -0.22611
INFO:root:V: -2.0
INFO:root:Gradient of V_p: [ 0.15159215]
INFO:root:Gradient of V: [ 1.34087157]
INFO:root:Cost: -0.00203266
INFO:root:Policing_actions_prob: [[ 0.4996061 0.50039393]]
INFO:root:Vp: 0.00236347
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [ 0.00083518]
INFO:root:Gradient of V: [ 0.7067374]
INFO:root:Cost: -5.90251e-06
INFO:root:Player action: 1
INFO:root:Policing action: 1
INFO:root:Player action: 1
INFO:root:Policing action: 1
INFO:root:Policing_actions_prob: [[ 0.44239572 0.55760425]]
INFO:root:Vp: 0.345626
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [ 0.11390583]
INFO:root:Gradient of V: [ 0.65912843]
INFO:root:Cost: -0.000750786
INFO:root:Policing_actions_prob: [[ 0.49439874 0.50560123]]
INFO:root:Vp: 0.0336075
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [ 0.01187582]
INFO:root:Gradient of V: [ 0.7067374]
INFO:root:Cost: -8.39309e-05
INFO:root:Player action: 1
INFO:root:Policing action: 1
INFO:root:Player action: 1
INFO:root:Policing action: 0
INFO:root:Policing_actions_prob: [[ 0.43866947 0.56133056]]
INFO:root:Vp: 0.367983
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [ 0.12127411]
INFO:root:Gradient of V: [ 0.65912843]
INFO:root:Cost: -0.000799352
INFO:root:Policing_actions_prob: [[ 0.48887661 0.51112342]]
INFO:root:Vp: 0.0667404
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [ 0.02358398]
INFO:root:Gradient of V: [ 0.7067374]
INFO:root:Cost: -0.000166677
INFO:root:Player action: 1
INFO:root:Policing action: 1
INFO:root:Player action: 1
INFO:root:Policing action: 1
INFO:root:Policing_actions_prob: [[ 0.43455684 0.56544316]]
INFO:root:Vp: 0.392659
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [ 0.12940633]
INFO:root:Gradient of V: [ 0.65912843]
INFO:root:Cost: -0.000852954
INFO:root:Policing_actions_prob: [[ 0.48307326 0.51692677]]
INFO:root:Vp: 0.101561
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [ 0.0358883]
INFO:root:Gradient of V: [ 0.7067374]
INFO:root:Cost: -0.000253636
INFO:root:Player action: 0
INFO:root:Policing action: 0
INFO:root:Player action: 1
INFO:root:Policing action: 0
INFO:root:Policing_actions_prob: [[ 0.54069215 0.45930785]]
INFO:root:Vp: -0.244153
INFO:root:V: -2.0
INFO:root:Gradient of V_p: [ 0.16368884]
INFO:root:Gradient of V: [ 1.34087157]
INFO:root:Cost: -0.00219486
INFO:root:Policing_actions_prob: [[ 0.47701952 0.52298039]]
INFO:root:Vp: 0.137883
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [ 0.0487234]
INFO:root:Gradient of V: [ 0.7067374]
INFO:root:Cost: -0.000344346
INFO:root:Player action: 1
INFO:root:Policing action: 1
INFO:root:Player action: 1
INFO:root:Policing action: 0
INFO:root:Policing_actions_prob: [[ 0.42836326 0.57163668]]
INFO:root:Vp: 0.42982
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [ 0.14165337]
INFO:root:Gradient of V: [ 0.65912843]
INFO:root:Cost: -0.000933678
INFO:root:Policing_actions_prob: [[ 0.47074392 0.52925605]]
INFO:root:Vp: 0.175536
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [ 0.06202906]
INFO:root:Gradient of V: [ 0.7067374]
INFO:root:Cost: -0.000438383
INFO:root:Player action: 0
INFO:root:Policing action: 0
INFO:root:Player action: 0
INFO:root:Policing action: 0
INFO:root:Policing_actions_prob: [[ 0.54317063 0.45682937]]
INFO:root:Vp: -0.259024
INFO:root:V: -2.0
INFO:root:Gradient of V_p: [ 0.17365882]
INFO:root:Gradient of V: [ 1.34087157]
INFO:root:Cost: -0.00232854
INFO:root:Policing_actions_prob: [[ 0.5648855 0.4351145]]
INFO:root:Vp: -0.389313
INFO:root:V: -2.0
INFO:root:Gradient of V_p: [ 0.25174198]
INFO:root:Gradient of V: [ 1.29326272]
INFO:root:Cost: -0.00325568
INFO:root:Player action: 1
INFO:root:Policing action: 1
INFO:root:Player action: 1
INFO:root:Policing action: 1
INFO:root:Policing_actions_prob: [[ 0.42346174 0.57653832]]
INFO:root:Vp: 0.45923
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [ 0.1513457]
INFO:root:Gradient of V: [ 0.65912843]
INFO:root:Cost: -0.000997563
INFO:root:Policing_actions_prob: [[ 0.46058121 0.53941882]]
INFO:root:Vp: 0.236513
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [ 0.08357622]
INFO:root:Gradient of V: [ 0.7067374]
INFO:root:Cost: -0.000590664
INFO:root:Player action: 1
INFO:root:Policing action: 1
INFO:root:Player action: 1
INFO:root:Policing action: 1
INFO:root:Policing_actions_prob: [[ 0.42027199 0.57972801]]
INFO:root:Vp: 0.478368
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [ 0.15765299]
INFO:root:Gradient of V: [ 0.65912843]
INFO:root:Cost: -0.00103914
INFO:root:Policing_actions_prob: [[ 0.45504072 0.54495931]]
INFO:root:Vp: 0.269756
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [ 0.09532324]
INFO:root:Gradient of V: [ 0.7067374]
INFO:root:Cost: -0.000673685
INFO:root:Player action: 1
INFO:root:Policing action: 0
INFO:root:Player action: 1
INFO:root:Policing action: 1
INFO:root:Policing_actions_prob: [[ 0.41665813 0.58334184]]
INFO:root:Vp: 0.500051
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [ 0.16479896]
INFO:root:Gradient of V: [ 0.65912843]
INFO:root:Cost: -0.00108624
INFO:root:Policing_actions_prob: [[ 0.44924068 0.55075938]]
INFO:root:Vp: 0.304556
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [ 0.10762058]
INFO:root:Gradient of V: [ 0.7067374]
INFO:root:Cost: -0.000760595
INFO:root:Player action: 1
INFO:root:Policing action: 0
INFO:root:Player action: 0
INFO:root:Policing action: 0
INFO:root:Policing_actions_prob: [[ 0.41266614 0.5873338 ]]
INFO:root:Vp: 0.524003
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [ 0.17269263]
INFO:root:Gradient of V: [ 0.65912843]
INFO:root:Cost: -0.00113827
INFO:root:Policing_actions_prob: [[ 0.56364131 0.43635866]]
INFO:root:Vp: -0.381848
INFO:root:V: -2.0
INFO:root:Gradient of V_p: [ 0.24691486]
INFO:root:Gradient of V: [ 1.29326272]
INFO:root:Cost: -0.00319326
INFO:root:Player action: 1
INFO:root:Policing action: 0
INFO:root:Player action: 0
INFO:root:Policing action: 0
INFO:root:Policing_actions_prob: [[ 0.40833825 0.59166169]]
INFO:root:Vp: 0.54997
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [ 0.18125054]
INFO:root:Gradient of V: [ 0.65912843]
INFO:root:Cost: -0.00119467
INFO:root:Policing_actions_prob: [[ 0.56454068 0.43545929]]
INFO:root:Vp: -0.387244
INFO:root:V: -2.0
INFO:root:Gradient of V_p: [ 0.25040424]
INFO:root:Gradient of V: [ 1.29326272]
INFO:root:Cost: -0.00323838
INFO:root:Player action: 0
INFO:root:Policing action: 1
INFO:root:Player action: 0
INFO:root:Policing action: 1
INFO:root:Policing_actions_prob: [[ 0.54746914 0.45253089]]
INFO:root:Vp: -0.284815
INFO:root:V: -2.0
INFO:root:Gradient of V_p: [ 0.19094999]
INFO:root:Gradient of V: [ 1.34087157]
INFO:root:Cost: -0.00256039
INFO:root:Policing_actions_prob: [[ 0.56607723 0.4339228 ]]
INFO:root:Vp: -0.396463
INFO:root:V: -2.0
INFO:root:Gradient of V_p: [ 0.2563656]
INFO:root:Gradient of V: [ 1.29326272]
INFO:root:Cost: -0.00331548
INFO:root:Player action: 1
INFO:root:Policing action: 1
INFO:root:Player action: 0
INFO:root:Policing action: 1
INFO:root:Policing_actions_prob: [[ 0.40179658 0.59820342]]
INFO:root:Vp: 0.589221
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [ 0.194186]
INFO:root:Gradient of V: [ 0.65912843]
INFO:root:Cost: -0.00127994
INFO:root:Policing_actions_prob: [[ 0.56816983 0.4318302 ]]
INFO:root:Vp: -0.409019
INFO:root:V: -2.0
INFO:root:Gradient of V_p: [ 0.26448444]
INFO:root:Gradient of V: [ 1.29326272]
INFO:root:Cost: -0.00342048
INFO:root:Player action: 1
INFO:root:Policing action: 1
INFO:root:Player action: 1
INFO:root:Policing action: 0
INFO:root:Policing_actions_prob: [[ 0.39793876 0.60206127]]
INFO:root:Vp: 0.612368
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [ 0.20181441]
INFO:root:Gradient of V: [ 0.65912843]
INFO:root:Cost: -0.00133022
INFO:root:Policing_actions_prob: [[ 0.43572286 0.56427717]]
INFO:root:Vp: 0.385663
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [ 0.13628121]
INFO:root:Gradient of V: [ 0.7067374]
INFO:root:Cost: -0.00096315
INFO:root:Player action: 1
INFO:root:Policing action: 1
INFO:root:Player action: 1
INFO:root:Policing action: 0
INFO:root:Policing_actions_prob: [[ 0.39374772 0.60625231]]
INFO:root:Vp: 0.637514
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [ 0.21010172]
INFO:root:Gradient of V: [ 0.65912843]
INFO:root:Cost: -0.00138484
INFO:root:Policing_actions_prob: [[ 0.43306819 0.56693184]]
INFO:root:Vp: 0.401591
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [ 0.14190967]
INFO:root:Gradient of V: [ 0.7067374]
INFO:root:Cost: -0.00100293
INFO:root:Player action: 0
INFO:root:Policing action: 1
INFO:root:Player action: 1
INFO:root:Policing action: 1
INFO:root:Policing_actions_prob: [[ 0.54975414 0.45024583]]
INFO:root:Vp: -0.298525
INFO:root:V: -2.0
INFO:root:Gradient of V_p: [ 0.2001418]
INFO:root:Gradient of V: [ 1.34087157]
INFO:root:Cost: -0.00268364
INFO:root:Policing_actions_prob: [[ 0.42987359 0.57012635]]
INFO:root:Vp: 0.420758
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [ 0.14868282]
INFO:root:Gradient of V: [ 0.7067374]
INFO:root:Cost: -0.0010508
INFO:root:Player action: 1
INFO:root:Policing action: 1
INFO:root:Player action: 0
INFO:root:Policing action: 0
INFO:root:Policing_actions_prob: [[ 0.38744339 0.61255658]]
INFO:root:Vp: 0.67534
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [ 0.22256775]
INFO:root:Gradient of V: [ 0.65912843]
INFO:root:Cost: -0.00146701
INFO:root:Policing_actions_prob: [[ 0.57367605 0.42632392]]
INFO:root:Vp: -0.442056
INFO:root:V: -2.0
INFO:root:Gradient of V_p: [ 0.28584751]
INFO:root:Gradient of V: [ 1.29326272]
INFO:root:Cost: -0.00369676
INFO:root:Player action: 0
INFO:root:Policing action: 0
INFO:root:Player action: 0
INFO:root:Policing action: 1
INFO:root:Policing_actions_prob: [[ 0.55199307 0.4480069 ]]
INFO:root:Vp: -0.311959
INFO:root:V: -2.0
INFO:root:Gradient of V_p: [ 0.20914815]
INFO:root:Gradient of V: [ 1.34087157]
INFO:root:Cost: -0.00280441
INFO:root:Policing_actions_prob: [[ 0.57580066 0.42419937]]
INFO:root:Vp: -0.454804
INFO:root:V: -2.0
INFO:root:Gradient of V_p: [ 0.29409042]
INFO:root:Gradient of V: [ 1.29326272]
INFO:root:Cost: -0.00380336
INFO:root:Player action: 0
INFO:root:Policing action: 1
INFO:root:Player action: 1
INFO:root:Policing action: 1
INFO:root:Policing_actions_prob: [[ 0.55418843 0.44581157]]
INFO:root:Vp: -0.325131
INFO:root:V: -2.0
INFO:root:Gradient of V_p: [ 0.21797918]
INFO:root:Gradient of V: [ 1.34087157]
INFO:root:Cost: -0.00292282
INFO:root:Policing_actions_prob: [[ 0.42444426 0.5755558 ]]
INFO:root:Vp: 0.453335
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [ 0.16019426]
INFO:root:Gradient of V: [ 0.7067374]
INFO:root:Cost: -0.00113215
INFO:root:Player action: 1
INFO:root:Policing action: 0
INFO:root:Player action: 1
INFO:root:Policing action: 1
INFO:root:Policing_actions_prob: [[ 0.38218468 0.61781532]]
INFO:root:Vp: 0.706892
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [ 0.23296627]
INFO:root:Gradient of V: [ 0.65912843]
INFO:root:Cost: -0.00153555
INFO:root:Policing_actions_prob: [[ 0.42187798 0.57812202]]
INFO:root:Vp: 0.468732
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [ 0.16563526]
INFO:root:Gradient of V: [ 0.7067374]
INFO:root:Cost: -0.00117061
INFO:root:Player action: 1
INFO:root:Policing action: 0
INFO:root:Player action: 1
INFO:root:Policing action: 1
INFO:root:Policing_actions_prob: [[ 0.3798525 0.62014753]]
INFO:root:Vp: 0.720885
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [ 0.23757792]
INFO:root:Gradient of V: [ 0.65912843]
INFO:root:Cost: -0.00156594
INFO:root:Policing_actions_prob: [[ 0.41877091 0.58122909]]
INFO:root:Vp: 0.487375
INFO:root:V: 2.0
INFO:root:Gradient of V_p: [ 0.17222291]
INFO:root:Gradient of V: [ 0.7067374]
INFO:root:Cost: -0.00121716
INFO:root:Player action: 0
INFO:root:Policing action: 0
INFO:root:Player action: 0
INFO:root:Policing action: 0
INFO:root:Policing_actions_prob: [[ 0.55950207 0.44049791]]
INFO:root:Vp: -0.357012
INFO:root:V: -2.0
INFO:root:Gradient of V_p: [ 0.23935394]
INFO:root:Gradient of V: [ 1.34087157]
INFO:root:Cost: -0.00320943
INFO:root:Policing_actions_prob: [[ 0.58141494 0.41858509]]
INFO:root:Vp: -0.48849
INFO:root:V: -2.0
INFO:root:Gradient of V_p: [ 0.31587267]
INFO:root:Gradient of V: [ 1.29326272]
INFO:root:Cost: -0.00408506
INFO:root:Player action: 0
INFO:root:Policing action: 0
INFO:root:Player action: 1
INFO:root:Policing action: 0
INFO:root:Policing_actions_prob: [[ 0.56220138 0.43779865]]
INFO:root:Vp: -0.373208
INFO:root:V: -2.0
INFO:root:Gradient of V_p: [ 0.25021213]