Chaoyi Pan's Projects
PyBullet Gym environments for single and multi-agent reinforcement learning of quadcopter control
quadrotor environment based on openai gym api.
OpenAI Gym Xarm7 robot environment implemented with PyBullet.
A clone to OpenAI for ROS
This is the pytorch implementation of Hindsight Experience Replay (HER) - Experiment on all fetch robotic environments.
Clean PyTorch implementations of imitation and reward learning algorithms
Imitation learning algorithms
Tips for writing readable and maintainable code
Wrappers and utilities for Nvidia IsaacGym
Isaac Gym Reinforcement Learning Environments
Model predictive path integral control in jax
Code for https://jangirrishabh.github.io/lookcloser/
PyTorch Implementation of MADDPG (Lowe et. al. 2017)
Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"
Work examples for mujoco-py
Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"
Fork of meta learning without reward. Adding comments.
A modern Neovim configuration with full battery for Python, C++, Markdown, LaTeX, and more...
PyTorch implementations of popular off-policy multi-agent reinforcement learning algorithms, including QMix, VDN, MADDPG, and MATD3.
This is the official implementation of Multi-Agent PPO (MAPPO).
A tutorial to Open3D
Lecture notes for CMU RI course 16-745 Optimal Control 2023. The lecture notes provided here have been organized to ensure a structured and comprehensive understanding.
Data-Driven Operational Space Control for Adaptive and Robust Robot Manipulation