Pinned Repositories
adversarial-policies
Find best-response to a fixed policy in multi-agent RL
BenchMARL
A collection of MARL benchmarks based on TorchRL
Counterfactual-Multi-Agent-Policy-Gradients
PyTorch implementation of Foerster, Jakob N., et al. "Counterfactual multi-agent policy gradients."
Deep-Reinforcement-Learning-Algorithms-with-PyTorch
PyTorch implementations of deep reinforcement learning algorithms and environments
deep_rl_for_swarms
deepbots
A wrapper framework for Reinforcement Learning in Webots simulator using Python 3.
DeepRL-Tutorials
Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch
DeepSets
DGN
DGN Code
pymarl
Python Multi-Agent Reinforcement Learning framework
WenhaoMa-UTS's Repositories
WenhaoMa-UTS/pymarl
Python Multi-Agent Reinforcement Learning framework
WenhaoMa-UTS/BenchMARL
A collection of MARL benchmarks based on TorchRL
WenhaoMa-UTS/Deep-Reinforcement-Learning-Algorithms-with-PyTorch
PyTorch implementations of deep reinforcement learning algorithms and environments
WenhaoMa-UTS/DI-engine
OpenDILab Decision AI Engine
WenhaoMa-UTS/epymarl
An extension of the PyMARL codebase that includes additional algorithms and environment support
WenhaoMa-UTS/gpt4free
The official gpt4free repository | various collection of powerful language models
WenhaoMa-UTS/gym-anytrading
The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)
WenhaoMa-UTS/gym-pybullet-drones
PyBullet Gym environments for single and multi-agent reinforcement learning of quadcopter control
WenhaoMa-UTS/Gymnasium
A standard API for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
WenhaoMa-UTS/imitation
Clean PyTorch implementations of imitation and reward learning algorithms
WenhaoMa-UTS/InfoGAN-PyTorch
PyTorch Implementation of InfoGAN
WenhaoMa-UTS/IsaacGymEnvs
Isaac Gym Reinforcement Learning Environments
WenhaoMa-UTS/lb-foraging
Level-based Foraging (LBF): A multi-agent environment for RL
WenhaoMa-UTS/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:
WenhaoMa-UTS/MARL-Algorithms
Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario of StarCraft II
WenhaoMa-UTS/MARLlib
The MARL extension for RLlib. A benchmark for research and industry.
WenhaoMa-UTS/MineDojo
Building Open-Ended Embodied Agents with Internet-Scale Knowledge
WenhaoMa-UTS/omnisafe
OmniSafe is an infrastructural framework for accelerating SafeRL research.
WenhaoMa-UTS/open-interpreter
A natural language interface for computers.
WenhaoMa-UTS/overcooked_ai
A benchmark environment for fully cooperative human-AI performance.
WenhaoMa-UTS/Plan4MC
Reinforcement learning and planning for Minecraft.
WenhaoMa-UTS/pysc2
StarCraft II Learning Environment
WenhaoMa-UTS/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).
WenhaoMa-UTS/rl-baselines3-zoo
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
WenhaoMa-UTS/SimCLR
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
WenhaoMa-UTS/smacv2
WenhaoMa-UTS/SupContrast
PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)
WenhaoMa-UTS/UAV_Navigation_DRL_AirSim
This is a new repo used for training UAV navigation (local path planning) policy using DRL methods.
WenhaoMa-UTS/ViT
Implementing Vi(sion)T(transformer)
WenhaoMa-UTS/Voyager
An Open-Ended Embodied Agent with Large Language Models