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Wenhao Ma's Projects

benchmarl icon benchmarl

A collection of MARL benchmarks based on TorchRL

deepbots icon deepbots

A wrapper framework for Reinforcement Learning in Webots simulator using Python 3.

deeprl-tutorials icon deeprl-tutorials

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

empatica-e4-lsl icon empatica-e4-lsl

Python script for the Empatica E4 to connect to E4 streaming server and stream data using LSL.

epymarl icon epymarl

An extension of the PyMARL codebase that includes additional algorithms and environment support

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

gpl icon gpl

Codebase for the Graph-based Policy Learning algorithm, which is designed for learning policies to solve the open ad hoc teamwork problem.

gpt4free icon gpt4free

The official gpt4free repository | various collection of powerful language models

gym-pybullet-drones icon gym-pybullet-drones

PyBullet Gym environments for single and multi-agent reinforcement learning of quadcopter control

gymnasium icon gymnasium

A standard API for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

highway-env icon highway-env

A minimalist environment for decision-making in autonomous driving

imitation icon imitation

Clean PyTorch implementations of imitation and reward learning algorithms

lb-foraging icon lb-foraging

Level-based Foraging (LBF): A multi-agent environment for RL

liam icon liam

Official Repository for "Agent Modelling under Partial Observability for Deep Reinforcement Learning"

m-curl icon m-curl

M-CURL: Masked Contrastive Representation Learning for Reinforcement Learning

ma-gym icon ma-gym

A collection of multi agent environments based on OpenAI gym.

maac icon maac

Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019

maddpg icon maddpg

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

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