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reinforcement learning

关于强化学习的内容
22 repositories

OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.

Python 3,598 431 Updated Dec 7, 2025

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

Jupyter Notebook 4,697 673 Updated Jun 30, 2020

The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)

Python 2,370 482 Updated Mar 14, 2024

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

Python 41,723 7,336 Updated Mar 14, 2026

A curated list of awesome model based RL resources (continually updated)

1,311 76 Updated Dec 20, 2025

Avalanche fork adding RL support

Python 81 15 Updated Apr 13, 2023

Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games

Python 560 74 Updated Jun 26, 2023

This repo contains the Hugging Face Deep Reinforcement Learning Course.

MDX 4,804 779 Updated Dec 28, 2025

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

1,055 93 Updated May 23, 2024

FinRL®: Financial Reinforcement Learning. 🔥

Jupyter Notebook 14,183 3,169 Updated Mar 9, 2026

Courses on Deep Reinforcement Learning (DRL) and DRL papers for recommender systems

13 2 Updated Jul 7, 2022

TensorLayerX: A Unified Deep Learning and Reinforcement Learning Framework for All Hardwares, Backends and OS.

Python 527 46 Updated Jan 23, 2026

Solutions of assignments of Deep Reinforcement Learning course presented by the University of California, Berkeley (CS285) in Pytorch framework

Python 143 11 Updated Nov 21, 2022

🕹️ A diverse suite of scalable reinforcement learning environments in JAX

Python 814 95 Updated Mar 9, 2026

A curated list of Multi-Modal Reinforcement Learning resources (continually updated)

585 21 Updated Dec 15, 2025

RLogist = RL (reinforcement learning) + Pathologist

Python 71 12 Updated Jan 14, 2023

The Controllable Agent project trains RL Agents able to optimize any reward function specified in real time, without any further learning or fine-tuning. Training is reward-free and based on the Fo…

Python 71 10 Updated Jul 17, 2023

One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)

Python 1,282 194 Updated Nov 28, 2024

Original code for the paper "Learning Goal-Conditioned Policies Offline with Self-Supervised Reward Shaping" by Mezghani et al.

Python 18 Updated Jun 8, 2023

MiniWoB++: a web interaction benchmark for reinforcement learning

HTML 375 55 Updated May 5, 2025

Unified Reinforcement Learning Framework

Python 822 80 Updated Sep 6, 2024

A Production-ready Reinforcement Learning AI Agent Library brought by the Applied Reinforcement Learning team at Meta.

Jupyter Notebook 2,981 195 Updated Feb 6, 2026