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astro_config

basalt-competition

Second place submission in the 2021 MineRL BASALT competition: training Minecraft agents on hard to specify tasks from demonstration, using Inverse soft-Q Learning for Imitation.

bco

behavior cloning from observation

bco-fetch

PyTorch Behavioral Cloning from Observation for MuJoCo Fetch Environments

clash-for-linux

Linux 端使用 Clash 作为代理工具

closeaircombat_baseline

An environment based on JSBSIM aimed at one-to-one close air combat.

deep-learning-project-template

A best practice for deep learning project template architecture.

dexteroushands

This is a library that provides dual dexterous hand manipulation tasks through Isaac Gym

di-engine

OpenDILab Decision AI Engine

drl-code-pytorch

Concise pytorch implements of DRL algorithms, including REINFORCE, A2C, DQN, PPO(discrete and continuous), DDPG, TD3, SAC.

elegantrl

Massively Parallel Deep Reinforcement Learning. 🔥

fast-mpn-cov

@CVPR2018: Efficient unrolling iterative matrix square-root normalized ConvNets, implemented by PyTorch (and code of B-CNN,Compact bilinear pooling etc.) for training from scratch & finetuning.

fxp

Fictitious Cross-Play

gail-pytorch

PyTorch implementation of GAIL and PPO reinforcement learning algorithms

grounding_llms_with_online_rl

We perform functional grounding of LLMs' knowledge in BabyAI-Text

harl

Official implementation of HARL algorithms based on PyTorch.

ibmyes

imitation-learning

Imitation learning algorithms

inverserl-pytorch

Pytorch GAIL VAIL AIRL VAIRL EAIRL SQIL Implementation

iq-learn

(NeurIPS '21 Spotlight) IQ-Learn: Inverse Q-Learning for Imitation

isp-reid

ISP-reID

learning_ray

Notebooks for the O'Reilly book "Learning Ray"

light-marl-baseline

Concise pytorch implements of MARL algorithms, including MAPPO, MADDPG, MATD3, QMIX and VDN.

light_mappo

Lightweight version of MAPPO to help you quickly migrate to your local environment.

llamagym-py

Fine-tune LLM agents with online reinforcement learning

machine-learning-andrew-ng

This is a repository for the course Machine Learning delivered by Andrew Ng.

malib

A parallel framework for population-based multi-agent reinforcement learning.

mappo

This is the official implementation of Multi-Agent PPO (MAPPO).

marllib

One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)

mirror-descent-in-marl