reinforcement-learning

Asynchronous Advantage Actor-Critic (A3C) algorithm for Super Mario Bros

Really Fast End-to-End Jax RL Implementations

Modular Reinforcement Learning (RL) library (implemented in PyTorch, JAX, and NVIDIA Warp) with support for Gymnasium/Gym, NVIDIA Isaac Lab, MuJoCo Playground and other environments

This is a library that provides dual dexterous hand manipulation tasks through Isaac Gym

XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library

A fork of gym-retro with additional games, emulators and supported platforms

An index of algorithms for offline reinforcement learning (offline-rl)

Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries.

Books / PDFS / EPUBS for different fields of programming . READ GROW AND ENJOY 😊😊😊😊

Essential Guide to keep up with AI/ML/DL/CV

The Continuous-Improvement Stack for Agents. Our environment data and evals power agent improvement and monitoring.

Code implementation of "Learning Efficient Online 3D Bin Packing on Packing Configuration Trees". We propose to enhance the practical applicability of online 3D Bin Packing Problem (BPP) via learning on a hierarchical packing configuration tree which makes the deep reinforcement learning (DRL) model easy to deal with practical constraints and well-performing even with continuous solution space.

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🐝 The First Self-Improving agents with RL / Prompting Optimization

The Fastest Deep Reinforcement Learning Library

Source codes for the book "Reinforcement Learning: Theory and Python Implementation"

High throughput synchronous and asynchronous reinforcement learning

Deep RL for MPC control of Quadruped Robot Locomotion

推荐、广告工业界经典以及最前沿的论文、资料集合/ Must-read Papers on Recommendation System and CTR Prediction

A benchmark environment for fully cooperative human-AI performance.

Awesome Game AI materials of Multi-Agent Reinforcement Learning

A powerful 3B-parameter, LLM-based Reinforcement Learning audio edit model excels at editing emotion, speaking style, and paralinguistics, and features robust zero-shot text-to-speech

A collection of robotics simulation environments for reinforcement learning

Multimodal RL training framework for diffusion & omni models

Machine Learning Open Source University

List of Molecular and Material design using Generative AI and Deep Learning

Streamlining reinforcement learning with RLOps. State-of-the-art RL algorithms and tools, with 10x faster training through evolutionary hyperparameter optimization.

Gibson Environments: Real-World Perception for Embodied Agents

PettingZoo and Gymnasium bindings for popular reinforcement learning environments outside of Farama

Python library for Reinforcement Learning.