tianshou
RL library
A high-performance reinforcement learning library with modular interfaces and user-friendly APIs for building deep learning agents.
An elegant PyTorch deep reinforcement learning library.
8k stars
94 watching
1k forks
Language: Python
last commit: almost 2 years agoLinked from 1 awesome list
a2cataribcqcqlddpgdouble-dqndqndrlimitation-learningmujoconpgpolicy-gradientppopytorchrlsactd3transferlabtrpo
krzjoa/awesome-python-data-scienceRelated projects:
| Repository | Description | Stars |
|---|---|---|
 p-christ/deep-reinforcement-learning-algorithms-with-pytorch | PyTorch implementations of popular deep reinforcement learning algorithms and environments. | 5,669 |
 shangtongzhang/deeprl | A modularized implementation of various deep reinforcement learning algorithms in PyTorch | 3,209 |
 higgsfield/rl-adventure | A tutorial on implementing and extending the Deep Q Network algorithm for reinforcement learning tasks | 3,043 |
 tju-drl-lab/ai-optimizer | A next-generation deep reinforcement learning toolkit with libraries for multiagent, self-supervised, offline, and transfer/reinforcement learning | 4,848 |
 huggingface/trl | A library designed to train transformer language models with reinforcement learning using various optimization techniques and fine-tuning methods. | 10,308 |
 tristandeleu/pytorch-maml-rl | Replication of Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks in PyTorch for reinforcement learning tasks | 830 |
 jingweiz/pytorch-rl | A comprehensive project that provides an implementation of deep reinforcement learning algorithms using PyTorch and Visdom. | 798 |
 ikostrikov/pytorch-a2c-ppo-acktr-gail | An open-source implementation of several reinforcement learning algorithms in PyTorch | 3,644 |
 yunjey/pytorch-tutorial | A comprehensive tutorial project that provides code examples for learning PyTorch by implementing various deep learning models and demonstrating their usage. | 30,401 |
 devsisters/dqn-tensorflow | An implementation of a deep reinforcement learning algorithm for human-level control in game environments using TensorFlow. | 2,491 |
 cpnota/autonomous-learning-library | A comprehensive library for building deep reinforcement learning agents using PyTorch | 647 |
 opendilab/di-engine | A comprehensive decision intelligence framework for building and deploying reinforcement learning models | 3,143 |
 rlcode/reinforcement-learning | A collection of clean and minimal examples for various reinforcement learning algorithms | 3,433 |
 google-deepmind/trfl | Provides building blocks for Reinforcement Learning agents using TensorFlow | 3,136 |
 tensorflow/agents | A library for implementing and deploying reinforcement learning algorithms using TensorFlow. | 2,816 |