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acme

A library of reinforcement learning components and agents

advanced-deep-learning-with-python

Advanced Deep Learning with Python

ai-blog

Accompanying repository for Let's make a DQN / A3C series.

awesome-deep-rl

For deep RL and the future of AI.

book_nbs

Notebooks for upcoming fastai book (draft / incomplete)

bwapi

Brood War API

decision

deep-reinforcement-learning-algorithms-with-pytorch

PyTorch implementations of deep reinforcement learning algorithms and environments

distributed-maddpg

Distributed Multi-Agent Cooperation Algorithm based on MADDPG with prioritized batch data.

distro

Torch installation in a self-contained folder

dm_control

The DM Control Suite and Package is a tool for developing and testing reinforcement learning agents for the MuJoCo physics engine.

example_of_reinforcement_lreaning_by_pytorch

一些利用pytorch编程实现的强化学习例子

gym

A toolkit for developing and comparing reinforcement learning algorithms.

learning-to-communicate-pytorch

Learning to Communicate with Deep Multi-Agent Reinforcement Learning in PyTorch

ma-airl

Multi-Agent Adversarial Inverse Reinforcement Learning, ICML 2019.

maca

maddpg

Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

maddpg-mpe

Transplant a implementation of MADDPG to the environment provided by openAI (multiagent-particle-envs).

maddpg_torch

The code for maddpg using pytorch

magent

A Platform for Many-agent Reinforcement Learning

marl-papers

Paper list of multi-agent reinforcement learning (MARL)

mfrl

Mean Field Multi-Agent Reinforcement Learning

multiagent-particle-envs

Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

neural-fictitous-self-play

Scalable Implementation of Neural Fictitous Self-Play

openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

parl

PARL A high-performance distributed training framework for Reinforcement Learning

perception

planning

ppo-lstm-parallel

ppo-lstm-parallel

ppo-pytorch

Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch