Discovering Object-Centric Generalized Value Functions From Pixels

Somjit Nath, Gopeshh Raaj Subbaraj, Khimya Khetarpal, Samira Ebrahimi Kahou

If you find our work useful, please cite us in your paper.

@misc{nath2023discovering,
      title={Discovering Object-Centric Generalized Value Functions From Pixels}, 
      author={Somjit Nath and Gopeshh Raaj Subbaraj and Khimya Khetarpal and Samira Ebrahimi Kahou},
      year={2023},
      eprint={2304.13892},
      archivePrefix={arXiv},
      primaryClass={cs.LG}
}

Install the required packages listed in requirements.txt. Reproduction of the results in the single task setting can be obtained by executing python main.py or python main_procgen.py

For task changes, refer to the main paper and the hyper-parameters listed.