xjtu-rl Goto Github PK

.github

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bcq

Author's PyTorch implementation of BCQ for continuous and discrete actions

bet

Code and website for Behavior Transformers: Cloning k modes with one stone.

cr-dv3

DreamerV3 implementation of Curious Replay, a method for prioritizing experience replay that is tailored to model-based reinforcement learning agents.

crafter

Benchmarking the Spectrum of Agent Capabilities

decision-transformer

Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.

dreamerv3

Mastering Diverse Domains through World Models

grid2op

Grid2Op a testbed platform to model sequential decision making in power systems.

harl

Official implementation of HARL algorithms based on PyTorch.

l2rpn-baselines

L2RPN Baselines a repository to host baselines for l2rpn competitions.

marl-papers

Paper list of multi-agent reinforcement learning (MARL)

md2notion

A better Notion.so Markdown importer

minibet

Clean implementation of conditional and unconditional behavior transformer.

msn-flocking-formation-control

:flying_saucer: An implementation of multi-agent flocking formation control with specific formations that can follow a target without collision and can avoid obstacles.

opendss-loadshape-generator

a program for auto processing .xls data and generating loadshape curve for openDSS modeling

opengridgym

an extension of dss which integrates MARL

papers-literature-ml-dl-rl-ai

Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning

parl

A high-performance distributed training framework for Reinforcement Learning

powergym

A Gym-like environment for Volt-Var control in power distribution systems.

ppoxfamily

PPO x Family DRL Tutorial Course（决策智能入门级公开课：8节课帮你盘清算法理论，理顺代码逻辑，玩转决策AI应用实践 ）

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

rl-baselines3-zoo

A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

sac

Multi-Discrete Soft Actor Critic implementation on Unity's procedurally generated Obstacle Tower Environment.

youtube-code-repository

收集 RL 代码