DI-engine
RL framework
A comprehensive decision intelligence framework for building and deploying reinforcement learning models
OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.
3k stars
23 watching
380 forks
Language: Python
last commit: about 1 month ago
Linked from 4 awesome lists
ataridistributed-reinforcement-learningdistributed-systemdrlexploration-exploitationimitation-learningimpalainverse-reinforcement-learningminigridmodel-based-reinforcement-learningmujocomultiagent-reinforcement-learningoffline-rlpythonpytorch-rlr2d2reinforcement-learningreinforcement-learning-algorithmsself-playsmac
josephmisiti/awesome-machine-learning
aikorea/awesome-rl
krzjoa/awesome-python-data-science
tigerneil/awesome-deep-rlRelated projects:
| Repository | Description | Stars |
|---|---|---|
 p-christ/deep-reinforcement-learning-algorithms-with-pytorch | PyTorch implementations of popular deep reinforcement learning algorithms and environments. | 5,669 |
 thu-ml/tianshou | A high-performance reinforcement learning library with modular interfaces and user-friendly APIs for building deep learning agents. | 8,069 |
| opendilab/ppoxfamily | A comprehensive tutorial course on applying Deep Reinforcement Learning algorithms to various decision-making problems using Python | 2,017 |
 iffix/machin | An open-source reinforcement learning library for PyTorch, providing a simple and clear implementation of various algorithms. | 402 |
 openai/baselines | High-quality implementations of reinforcement learning algorithms for research and development purposes | 15,885 |
 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 |
 cpnota/autonomous-learning-library | A comprehensive library for building deep reinforcement learning agents using PyTorch | 647 |
 jingweiz/pytorch-rl | A comprehensive project that provides an implementation of deep reinforcement learning algorithms using PyTorch and Visdom. | 798 |
 packtpublishing/hands-on-intelligent-agents-with-openai-gym | Teaching software developers to build intelligent agents using deep reinforcement learning and OpenAI Gym | 374 |
 kzl/decision-transformer | A Python implementation of a reinforcement learning algorithm that uses sequence modeling to solve complex decision-making tasks | 2,433 |
 ikostrikov/pytorch-a2c-ppo-acktr-gail | An open-source implementation of several reinforcement learning algorithms in PyTorch | 3,644 |
 shangtongzhang/deeprl | A modularized implementation of various deep reinforcement learning algorithms in PyTorch | 3,209 |
 hubfire/muti-branch-ddpg-carla | An implementation of a reinforcement learning algorithm using multi-branch architecture and Deep Deterministic Policy Gradients (DDPG) to control autonomous vehicles in simulation environments. | 81 |
 minqi/learning-to-communicate-pytorch | This project implements a PyTorch-based framework for learning discrete communication protocols in multi-agent reinforcement learning environments. | 349 |
 higgsfield/rl-adventure | A tutorial on implementing and extending the Deep Q Network algorithm for reinforcement learning tasks | 3,043 |