Wenhao Ma's repositories
gym-anytrading
The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)
open-interpreter
A natural language interface for computers.
gpt4free
The official gpt4free repository | various collection of powerful language models
BenchMARL
A collection of MARL benchmarks based on TorchRL
IsaacGymEnvs
Isaac Gym Reinforcement Learning Environments
MineDojo
Building Open-Ended Embodied Agents with Internet-Scale Knowledge
Voyager
An Open-Ended Embodied Agent with Large Language Models
malmo
Project Malmo is a platform for Artificial Intelligence experimentation and research built on top of Minecraft. We aim to inspire a new generation of research into challenging new problems presented by this unique environment. --- For installation instructions, scroll down to *Getting Started* below, or visit the project page for more information:
pysc2
StarCraft II Learning Environment
Plan4MC
Reinforcement learning and planning for Minecraft.
omnisafe
OmniSafe is an infrastructural framework for accelerating SafeRL research.
UAV_Navigation_DRL_AirSim
This is a new repo used for training UAV navigation (local path planning) policy using DRL methods.
ViT
Implementing Vi(sion)T(transformer)
Gymnasium
A standard API for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
gym-pybullet-drones
PyBullet Gym environments for single and multi-agent reinforcement learning of quadcopter control
MARLlib
The MARL extension for RLlib. A benchmark for research and industry.
InfoGAN-PyTorch
PyTorch Implementation of InfoGAN
Deep-Reinforcement-Learning-Algorithms-with-PyTorch
PyTorch implementations of deep reinforcement learning algorithms and environments
MARL-Algorithms
Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario of StarCraft II
SimCLR
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
imitation
Clean PyTorch implementations of imitation and reward learning algorithms
SupContrast
PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)
rl-baselines3-zoo
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
pytorch-a2c-ppo-acktr-gail
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).
DI-engine
OpenDILab Decision AI Engine
lb-foraging
Level-based Foraging (LBF): A multi-agent environment for RL
overcooked_ai
A benchmark environment for fully cooperative human-AI performance.
epymarl
An extension of the PyMARL codebase that includes additional algorithms and environment support