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Tic-Tac-Toe agent trained by Deep Reinforcement Learning

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LICENSE

LICENSE

 
 

README.md

README.md

 
 

engine.py

engine.py

 
 

graph.py

graph.py

 
 

node.py

node.py

 
 

noughts_crosses.py

noughts_crosses.py

 
 

play.py

play.py

 
 

tDLambda.py

tDLambda.py

 
 

tDLeaf.py

tDLeaf.py

 
 

treestrap.py

treestrap.py

 
 

value_network.py

value_network.py

 
 

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Juno

Juno is a Tic-Tac-Toe agent trained by Deep Reinforcement Learning. It is so named because Homer repeatedly describes Juno as an ox-eyed goddess, and the symbols for noughts and crosses spell ox.

Prerequisites

  • Python 2.7
  • PyTorch

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Tic-Tac-Toe agent trained by Deep Reinforcement Learning

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reinforcement-learning deep-reinforcement-learning td-learning value-network td-lambda

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