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rl

Here are 1,622 public repositories matching this topic...

LlamaChinese / Llama-Chinese

Llama中文社区，实时汇总最新Llama学习资料，构建最好的中文Llama大模型开源生态，完全开源可商用

agent rl llama pretraining llm llama4

Updated Apr 6, 2025
Python

tianshou

thu-ml / tianshou

An elegant PyTorch deep reinforcement learning library.

pytorch dqn policy-gradient rl cql atari ddpg imitation-learning sac drl npg double-dqn trpo mujoco ppo a2c td3 bcq transferlab

Updated Apr 3, 2026
Python

google / dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

google ai tensorflow ml rl

Updated Mar 24, 2026
Jupyter Notebook

ART

OpenPipe / ART

Agent Reinforcement Trainer: train multi-step agents for real-world tasks using GRPO. Give your agents on-the-job training. Reinforcement learning for Qwen3.6, GPT-OSS, Llama, and more!

agent reinforcement-learning rl lora llms qwen agentic-ai grpo qwen3

Updated Sep 5, 2026
Python

areal-project / AReaL

The RL Bridge for LLM-based Agent Applications. Made Simple & Flexible.

agent reinforcement-learning rl machine-learning-systems mlsys llm llm-agent llm-reasoning

Updated Sep 5, 2026
Python

hiyouga / EasyR1

EasyR1: An Efficient, Scalable, Multi-Modality RL Training Framework based on veRL

nlp reinforcement-learning ai rl gpt llm qwen deepseek

Updated Aug 31, 2026
Python

walkinglabs / hands-on-modern-rl

🚀 An open-source, hands-on curriculum bridging the gap from basic RL concepts to LLM alignment, RLVR, and advanced Agentic systems.

agent tutorial reinforcement-learning pytorch rl reinforcement ppo sft dpo llm rlhf agentic agentic-ai grpo llm-alignment agentic-rl

Updated Sep 3, 2026
Python

kubernetes-sigs / agent-sandbox

agent-sandbox enables easy management of isolated, stateful, singleton workloads, ideal for use cases like AI agent runtimes and reinforcement learning (RL).

agent kubernetes ai sandbox rl

Updated Sep 5, 2026
Go

junxiaosong / AlphaZero_Gomoku

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

board-game reinforcement-learning tensorflow pytorch mcts gomoku rl monte-carlo-tree-search self-learning gobang alphago alphago-zero alphazero

Updated Apr 24, 2024
Python

pytorch / rl

A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.

machine-learning control reinforcement-learning ai robotics decision-making distributed-computing torch pytorch rl model-based-reinforcement-learning multi-agent-reinforcement-learning marl

Updated Sep 5, 2026
Python

pytorch / ELF

ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation

go reinforcement-learning rl alphago-zero alpha-zero rl-environment

Updated Jun 21, 2019
C++

MaximeVandegar / Papers-in-100-Lines-of-Code

Implementation of papers in 100 lines of code.

Updated Aug 30, 2026
Python

rl-baselines3-zoo

DLR-RM / rl-baselines3-zoo

A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

reinforcement-learning robotics optimization lab deep-reinforcement-learning pytorch openai gym hyperparameter-optimization rl sde hyperparameter-tuning hyperparameter-search pybullet stable-baselines pybullet-environments tuning-hyperparameters

Updated Sep 4, 2026
Python

werner-duvaud / muzero-general

MuZero

machine-learning reinforcement-learning deep-learning neural-network deep-reinforcement-learning python3 pytorch gym mcts rl tensorboard residual-network monte-carlo-tree-search self-learning alphago model-based-rl alphazero muzero muzero-general

Updated Sep 3, 2024
Python

TsinghuaC3I / Awesome-RL-for-LRMs

A Survey of Reinforcement Learning for Large Reasoning Models

open-source rl awesome-list reasoning lrm llm deepseek-r1

Updated Aug 20, 2026
TeX

FareedKhan-dev / all-rl-algorithms

Implementation of all RL algorithms in a simpler way

python agent reinforcement-learning openai rl llm

Updated Aug 29, 2025
Jupyter Notebook

PRIME-RL / PRIME

Scalable RL solution for advanced reasoning of language models

rl reasoning llm

Updated Mar 18, 2025
Python

PRIME-RL / SimpleVLA-RL

[ICLR 2026] SimpleVLA-RL: Scaling VLA Training via Reinforcement Learning

rl vla reasoning

Updated Jan 6, 2026
Python

pathak22 / noreward-rl

[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning

mario deep-neural-networks deep-learning tensorflow deep-reinforcement-learning openai-gym doom exploration rl curiosity self-supervised

Updated Dec 7, 2022
Python

zzli2022 / Awesome-System2-Reasoning-LLM

Latest Advances on System-2 Reasoning

benchmark mcts rl reasoning r1 prm o3 o1 slow-fast system-2 self-improve macro-action

Updated Jun 8, 2025
Python

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