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MiniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning Research

Python 8 Updated Feb 23, 2025

A JAX research toolkit for building, editing, and visualizing neural networks.

Python 1,735 56 Updated Dec 16, 2024

Awesome Machine Unlearning (A Survey of Machine Unlearning)

Jupyter Notebook 798 58 Updated Feb 1, 2025

A curated list of academic events on AI Security & Privacy

144 16 Updated Aug 22, 2024

The repository is for safe reinforcement learning baselines.

Jupyter Notebook 588 85 Updated Jan 27, 2025
Python 31 5 Updated Aug 25, 2022
Python 25 1 Updated Jun 22, 2022

Loose taxonomy of reinforcement learning algorithms

Python 163 13 Updated May 5, 2020

Material for gpu-mode lectures

Jupyter Notebook 3,796 382 Updated Feb 9, 2025

Collection of resources on plasticity loss in deep reinforcement learning

8 1 Updated Nov 12, 2024

Optimal transport tools implemented with the JAX framework, to get differentiable, parallel and jit-able computations.

Python 568 86 Updated Feb 18, 2025

Learning diverse options through the Laplacian representation.

Python 23 2 Updated Jan 5, 2024

Reinforcement learning on general 2D physics environments in JAX. ICLR 2025 Oral.

Python 142 4 Updated Feb 11, 2025

Highly scalable 2D JAX physics engine.

Python 46 4 Updated Jan 27, 2025

Pytorch implementation of "Genie: Generative Interactive Environments", Bruce et al. (2024).

Python 132 14 Updated Aug 21, 2024

Simple single-file baselines for Q-Learning in pure-GPU setting

Python 137 8 Updated Nov 27, 2024

The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 🧑‍🔬

Jupyter Notebook 9,056 1,319 Updated Feb 7, 2025

Build high-performance AI models with modular building blocks

Python 472 49 Updated Feb 24, 2025

Representation Learning (RepL) Methods in Reinforcement Learning and Causal Inference

Python 24 8 Updated Oct 3, 2024

This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."

MATLAB 5,304 656 Updated Feb 11, 2025

Accelerated minigrid environments with JAX

Python 128 15 Updated Aug 1, 2024
Python 190 10 Updated Dec 13, 2024

🏛️A research-friendly codebase for fast experimentation of single-agent reinforcement learning in JAX • End-to-End JAX RL

Python 284 30 Updated Feb 23, 2025

Simplifying reinforcement learning for complex game environments

C 1,665 91 Updated Feb 24, 2025

RLeXplore provides stable baselines of exploration methods in reinforcement learning, such as intrinsic curiosity module (ICM), random network distillation (RND) and rewarding impact-driven explora…

Jupyter Notebook 376 17 Updated Oct 15, 2024

LLM101n: Let's build a Storyteller

31,949 1,735 Updated Aug 1, 2024
Jupyter Notebook 24 5 Updated Feb 28, 2024
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