Deep Reinforcement Learning
| Repositories | Author | description |
|---|---|---|
| Deep reinforcement learning Course | simoninithomas | ------ |
| reinforcement learning an introduction | ShangtongZhang | ------ |
| Reinforcement learning with tensorflow | MorvanZhou | ------ |
| RL | princewen | ------ |
| OpenAI Baselines | openai | high-quality implementations of reinforcement learning algorithms |
| SURREAL | Stanford Vision and Learning Lab | Open-Source Distributed Reinforcement Learning Framework |
| Deep Reinforcement Learning Algorithms with PyTorch | p-christ | ------ |
| DeepRL-Agents | Arthur Juliani | ------ |
| TensorFlow Reinforcement Learning | deepmind | ------ |
| Deep-reinforcement-learning-with-pytorch | sweetice | ------ |
| Deep-Reinforcement-Learning-Hands-On | PacktPublishing | ------ |
| DeepReinforcementLearning | AppliedDataSciencePartners | ------ |
| acme | DeepMind | Acme is a library of reinforcement learning (RL) agents and agent building blocks. |
| modular-rl | huangwl18 | One Policy to Control Them All: Shared Modular Policies for Agent-Agnostic Control |
| leedeeprl-notes | datawhalechina | ------ |
| RL-Implementation | feidieufo | ------ |
| curl | MishaLaskin | CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning |
| Soft Actor-Critic | rail-berkeley | Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official implementation of the Soft Actor-Critic algorithm. |
| ReAgent | facebookresearch | A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.) |
| ai-economist | salesforce | Foundation is a flexible, modular, and composable framework to model socio-economic behaviors and dynamics with both agents and governments. This framework can be used in conjunction with reinforcement learning to learn optimal economic policies, as done by the AI Economist |
| MBRL-Lib | MBRL-Lib: A Modular Library for Model-based Reinforcement Learning | |
| sim2real2sim | UC Berkeley | Auto-Tuned Sim-to-Real Transfer |
| easy-rl | datawhalechina | ------ |
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