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@HumanCompatibleAI

Center for Human-Compatible AI

CHAI seeks to develop the conceptual and technical wherewithal to reorient the general thrust of AI research towards provably beneficial systems.

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  1. imitation imitation Public

    Clean PyTorch implementations of imitation and reward learning algorithms

    Python 1.5k 272

  2. overcooked_ai overcooked_ai Public

    A benchmark environment for fully cooperative human-AI performance.

    Jupyter Notebook 809 180

  3. rlsp rlsp Public

    Reward Learning by Simulating the Past

    Python 44 6

  4. adversarial-policies adversarial-policies Public

    Find best-response to a fixed policy in multi-agent RL

    Python 285 47

  5. evaluating-rewards evaluating-rewards Public

    Library to compare and evaluate reward functions

    Python 67 8

  6. human_aware_rl human_aware_rl Public

    Code for "On the Utility of Learning about Humans for Human-AI Coordination"

    Python 108 46

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