AI-Optimizer

DRL toolkit

A next-generation deep reinforcement learning toolkit with libraries for multiagent, self-supervised, offline, and transfer/reinforcement learning

The next generation deep reinforcement learning tookit

GitHub

5k stars
768 watching
903 forks
Language: Python
last commit: over 3 years ago
Linked from 1 awesome list

deep-learningreinforcement-learningtransfer-learning

Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
unity-technologies/ml-agentsEnables game developers to train intelligent agents using reinforcement learning and imitation learning.17,334
thu-ml/tianshouA high-performance reinforcement learning library with modular interfaces and user-friendly APIs for building deep learning agents.8,069
carperai/trlxA framework for distributed reinforcement learning of large language models with human feedback4,537
sjtu-marl/malibA framework for parallel population-based reinforcement learning507
tensorflow/agentsA library for implementing and deploying reinforcement learning algorithms using TensorFlow.2,816
minqi/learning-to-communicate-pytorchThis project implements a PyTorch-based framework for learning discrete communication protocols in multi-agent reinforcement learning environments.349
matlab-deep-learning/rl-agent-based-traffic-controlAn agent-based traffic management system using model-free reinforcement learning to optimize traffic signal control.48
google-deepmind/labA 3D environment for testing and training artificial intelligence agents7,146
geek-ai/magentA platform for multi-agent reinforcement learning research and development1,700
google-deepmind/meltingpotAssesses generalization of multi-agent reinforcement learning algorithms to novel social situations637
facebookresearch/reagentAn end-to-end platform for applied reinforcement learning developed at Facebook.3,575
cpnota/autonomous-learning-libraryA comprehensive library for building deep reinforcement learning agents using PyTorch647
replicable-marl/marllibA comprehensive platform for developing and testing Multi-agent Reinforcement Learning algorithms in various tasks and environments.960
rlcode/reinforcement-learningA collection of clean and minimal examples for various reinforcement learning algorithms3,433
ikostrikov/pytorch-a2c-ppo-acktr-gailAn open-source implementation of several reinforcement learning algorithms in PyTorch3,644