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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 1.3k 248

  2. overcooked_ai overcooked_ai Public

    A benchmark environment for fully cooperative human-AI performance.

    Jupyter Notebook 717 152

  3. rlsp rlsp Public

    Reward Learning by Simulating the Past

    Python 43 6

  4. adversarial-policies adversarial-policies Public

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

    Python 277 47

  5. evaluating-rewards evaluating-rewards Public

    Library to compare and evaluate reward functions

    Python 61 7

  6. human_aware_rl human_aware_rl Public

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

    Python 107 45

Repositories

Showing 10 of 58 repositories
  • ranking-challenge-perspective Public

    Prosocial Ranking Challenge Perspective Ranker

    HumanCompatibleAI/ranking-challenge-perspective’s past year of commit activity
    Jupyter Notebook 0 MIT 0 0 1 Updated Nov 6, 2024
  • ranking-challenge Public

    Testing ranking algorithms to improve social cohesion

    HumanCompatibleAI/ranking-challenge’s past year of commit activity
    Python 27 3 1 0 Updated Oct 18, 2024
  • tensor-trust Public

    A prompt injection game to collect data for robust ML research

    HumanCompatibleAI/tensor-trust’s past year of commit activity
    Python 44 BSD-2-Clause 5 32 2 Updated Sep 26, 2024
  • rc-submission-dante Public Forked from btrantruong/osome-csdl-ranking-challenge

    PRC: Testing ranking algorithms to improve social cohesion

    HumanCompatibleAI/rc-submission-dante’s past year of commit activity
    JavaScript 0 3 0 0 Updated Sep 21, 2024
  • rc-submission-civirank Public Forked from JanaLasser/civirank

    PRC: Civirank submission

    HumanCompatibleAI/rc-submission-civirank’s past year of commit activity
    0 2 0 0 Updated Sep 8, 2024
  • overcooked_ai Public

    A benchmark environment for fully cooperative human-AI performance.

    HumanCompatibleAI/overcooked_ai’s past year of commit activity
    Jupyter Notebook 717 MIT 152 6 0 Updated Aug 27, 2024
  • imitation Public

    Clean PyTorch implementations of imitation and reward learning algorithms

    HumanCompatibleAI/imitation’s past year of commit activity
    Python 1,329 MIT 248 72 20 Updated Aug 6, 2024
  • leela-interp Public

    Code for "Evidence of Learned Look-Ahead in a Chess-Playing Neural Network"

    HumanCompatibleAI/leela-interp’s past year of commit activity
    Jupyter Notebook 15 GPL-3.0 3 0 0 Updated Jun 4, 2024
  • tensor-trust-data Public

    Dataset for the Tensor Trust project

    HumanCompatibleAI/tensor-trust-data’s past year of commit activity
    Jupyter Notebook 33 3 1 0 Updated Mar 17, 2024
  • HumanCompatibleAI/reward-function-interpretability’s past year of commit activity
    Jupyter Notebook 1 0 4 0 Updated Nov 30, 2023