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awesome-rl

Awesome RL: Papers, Books, Codes, Benchmarks

deeprl

Modularized Implementation of Deep RL Algorithms in PyTorch

deeprl_robocup

Deep reinforcement learning method for 2D football simulation

football

Check out the new game server:

gym-goal

OpenAI Gym environment for Robot Soccer Goal

gym-soccer

OpenAI Gym environment for Half Field Offense

hfo

Half Field Offense in Robocup 2D Soccer

hyar

keepaway

Concurrent Hierarchical Reinforcement Learning for RoboCup Keepaway

pddpg-hfo

Half Field Offense in Robocup 2D Soccer with reinforcement learning

ppo-lstm-parallel

ppo-lstm-parallel

ppo-pytorch

Proximal Policy Optimization(PPO) with Intrinsic Curiosity Module(ICM)

prioritized-experience-replay

implement of prioritized experience replay

pytorch-madrl

PyTorch implementations of various DRL algorithms for both single agent and multi-agent.

rcssanalyzer

Analyzer for Robocup 2D Soccer Simulation

rcssserver

The RoboCup Soccer Simulator Server

robocup-soccer

A.I. Python project on RoboCup 2D Soccer Simulation League.

robocup2d-tutorial

Tutorials for RoboCup2D Simulation League

soccerpy

An agent for version 11 of the 2D Robot Soccer Simulator, written entirely in Python.

statistical-learning-method_code

手写实现李航《统计学习方法》书中全部算法

super-mario-bros-rl

This project explores deep reinforcement learning, hybrid actor-critic approach with A3C/PPO combined with curiosity for playing Super Mario Bros

td3

PyTorch implementation of TD3 and DDPG for OpenAI gym tasks