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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. imitationimitationPublic

    Clean PyTorch implementations of imitation and reward learning algorithms

    Python 1.8k 303

  2. overcooked_aiovercooked_aiPublic

    A benchmark environment for fully cooperative human-AI performance.

    Jupyter Notebook 994 226

  3. rlsprlspPublic

    Reward Learning by Simulating the Past

    Python 46 6

  4. adversarial-policiesadversarial-policiesPublic

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

    Python 288 48

  5. evaluating-rewardsevaluating-rewardsPublic

    Library to compare and evaluate reward functions

    Python 69 10

  6. human_aware_rlhuman_aware_rlPublic

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

    Python 112 46

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