Center for Human-Compatible AI

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58 repositories

overcooked_ai
Public
A benchmark environment for fully cooperative human-AI performance.
machine-learning reinforcement-learning deep-learning pytorch artificial-intelligence
Jupyter Notebook
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MIT License
•164•753•7•1•Updated Feb 1, 2025Feb 1, 2025
tensor-trust
Public
A prompt injection game to collect data for robust ML research
game security django ctf htmx large-language-models llm prompt-engineering prompting llms
Python
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BSD 2-Clause "Simplified" License
•5•52•32•4•Updated Jan 27, 2025Jan 27, 2025
imitation
Public
Clean PyTorch implementations of imitation and reward learning algorithms
imitation-learning gymnasium inverse-reinforcement-learning reward-learning
Python
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MIT License
•260•1.4k•72•19•Updated Jan 7, 2025Jan 7, 2025
ranking-challenge-perspective
Public
Prosocial Ranking Challenge Perspective Ranker
Jupyter Notebook
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MIT License
•0•1•0•1•Updated Nov 26, 2024Nov 26, 2024
ranking-challenge
Public
Testing ranking algorithms to improve social cohesion
Python
•3•29•1•0•Updated Oct 18, 2024Oct 18, 2024
rc-submission-dante
Public
PRC: Testing ranking algorithms to improve social cohesion
JavaScript
•3•0•0•0•Updated Sep 21, 2024Sep 21, 2024
rc-submission-civirank
Public
PRC: Civirank submission
3•0•0•0•Updated Sep 8, 2024Sep 8, 2024
leela-interp
Public
Code for "Evidence of Learned Look-Ahead in a Chess-Playing Neural Network"
Jupyter Notebook
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GNU General Public License v3.0
•7•20•0•0•Updated Jun 4, 2024Jun 4, 2024
tensor-trust-data
Public
Dataset for the Tensor Trust project
Jupyter Notebook
•4•36•1•0•Updated Mar 17, 2024Mar 17, 2024
reward-function-interpretability
Public
Jupyter Notebook
•0•1•4•0•Updated Nov 30, 2023Nov 30, 2023
evaluating-rewards
Public
Library to compare and evaluate reward functions
Python
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Apache License 2.0
•8•66•4•2•Updated Oct 23, 2023Oct 23, 2023
seals
Public
Benchmark environments for reward modelling and imitation learning algorithms.
Python
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MIT License
•6•46•6•1•Updated Sep 19, 2023Sep 19, 2023
human_aware_rl
Public
Code for "On the Utility of Learning about Humans for Human-AI Coordination"
Python
•45•108•0•0•Updated Apr 17, 2023Apr 17, 2023
ray
Public
A fast and simple framework for building and running distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
Python
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Apache License 2.0
•6k•0•0•9•Updated Mar 4, 2023Mar 4, 2023
eirli
Public
An Empirical Investigation of Representation Learning for Imitation (EIRLI), NeurIPS'21
machine-learning pytorch representation-learning imitation-learning self-supervised-learning
Python
•4•36•2•3•Updated Mar 4, 2023Mar 4, 2023
nn-clustering-pytorch
Public
Checking the divisibility of neural networks, and investigating the nature of the pieces networks can be divided into.
Python
•2•6•0•2•Updated Feb 11, 2023Feb 11, 2023
overcooked-demo
Public
Web application where humans can play Overcooked with AI agents.
JavaScript
•27•57•8•6•Updated Dec 6, 2022Dec 6, 2022
rl-baselines3-zoo
Public
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
Python
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MIT License
•533•1•0•0•Updated Nov 30, 2022Nov 30, 2022
sgf-viewer
Public
A simple webpage that can visualize a sgf string encoded as a url fragment.
CSS
•0•0•0•0•Updated Sep 29, 2022Sep 29, 2022
reducing-exploitability
Public
Python
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MIT License
•0•3•0•0•Updated Aug 11, 2022Aug 11, 2022
sacred
Public
Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
Python
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MIT License
•384•1•0•3•Updated Jul 24, 2022Jul 24, 2022
assistance-games
Public
Supporting code for Assistance Games as a Framework paper
Python
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MIT License
•0•3•0•0•Updated Jul 11, 2022Jul 11, 2022
dmc2gym
Public
OpenAI Gym wrapper for the DeepMind Control Suite
Python
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MIT License
•61•2•0•0•Updated Jun 16, 2022Jun 16, 2022
katago-driver-bug-repro
Public
Docker files to help reproduce bug described in https://forums.developer.nvidia.com/t/kernel-oops-null-pointer-dereference-when-closing-cuda-application-katago/211270/3
Dockerfile
•0•0•0•0•Updated May 25, 2022May 25, 2022
reward-preprocessing
Public
Preprocessing reward functions to make them more interpretable
Python
•0•5•0•0•Updated May 11, 2022May 11, 2022
multiagent-competition
Public
Code for the paper "Emergent Complexity via Multi-agent Competition"
Python
•153•4•0•0•Updated Apr 19, 2022Apr 19, 2022
adversarial-policies
Public
Find best-response to a fixed policy in multi-agent RL
Python
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MIT License
•46•282•8•0•Updated Apr 1, 2022Apr 1, 2022
stable-baselines3
Public
PyTorch version of Stable Baselines, improved implementations of reinforcement learning algorithms.
Python
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MIT License
•1.8k•3•0•0•Updated Nov 6, 2021Nov 6, 2021
recon-email
Public
Script for automatically creating the reconnaissance email.
HTML
•1•5•0•0•Updated Nov 2, 2021Nov 2, 2021
pytorch-summary
Public
Model summary in PyTorch similar to `model.summary()` in Keras
Python
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MIT License
•415•0•0•0•Updated Oct 29, 2021Oct 29, 2021