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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 Public

    Clean PyTorch implementations of imitation and reward learning algorithms

    Python 1.4k 260

  2. overcooked_ai Public

    A benchmark environment for fully cooperative human-AI performance.

    Jupyter Notebook 776 172

  3. rlsp Public

    Reward Learning by Simulating the Past

    Python 44 6

  4. adversarial-policies Public

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

    Python 283 46

  5. evaluating-rewards Public

    Library to compare and evaluate reward functions

    Python 65 8

  6. human_aware_rl Public

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

    Python 108 46

Repositories

Showing 10 of 58 repositories
  • ranking-challenge Public

    Testing ranking algorithms to improve social cohesion

    Python 29 3 1 0 Updated Mar 26, 2025
  • overcooked_ai Public

    A benchmark environment for fully cooperative human-AI performance.

    Jupyter Notebook 776 MIT 172 8 0 Updated Mar 22, 2025
  • tensor-trust Public

    A prompt injection game to collect data for robust ML research

    Python 54 BSD-2-Clause 5 32 4 Updated Jan 27, 2025
  • imitation Public

    Clean PyTorch implementations of imitation and reward learning algorithms

    Python 1,443 MIT 260 73 19 Updated Jan 7, 2025
  • ranking-challenge-perspective Public

    Prosocial Ranking Challenge Perspective Ranker

    Jupyter Notebook 1 MIT 0 0 1 Updated Nov 26, 2024
  • rc-submission-dante Public Forked from btrantruong/dante-prosocial-ranking

    PRC: Testing ranking algorithms to improve social cohesion

    JavaScript 0 3 0 0 Updated Sep 21, 2024
  • rc-submission-civirank Public Forked from JanaLasser/civirank

    PRC: Civirank submission

    0 3 0 0 Updated Sep 8, 2024
  • leela-interp Public

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

    Jupyter Notebook 20 GPL-3.0 8 0 0 Updated Jun 4, 2024
  • tensor-trust-data Public

    Dataset for the Tensor Trust project

    Jupyter Notebook 39 5 1 0 Updated Mar 17, 2024
  • Jupyter Notebook 1 0 4 0 Updated Nov 30, 2023