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Chaoyi Pan's Projects

gym-pybullet-drones icon gym-pybullet-drones

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

gym-quad icon gym-quad

quadrotor environment based on openai gym api.

gym-xarm icon gym-xarm

OpenAI Gym Xarm7 robot environment implemented with PyBullet.

hindsight-experience-replay icon hindsight-experience-replay

This is the pytorch implementation of Hindsight Experience Replay (HER) - Experiment on all fetch robotic environments.

imitation-fork icon imitation-fork

Clean PyTorch implementations of imitation and reward learning algorithms

look-closer icon look-closer

Code for https://jangirrishabh.github.io/lookcloser/

maddpg-tf icon maddpg-tf

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

multiagent-particle-envs icon multiagent-particle-envs

Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

norml-fork icon norml-fork

Fork of meta learning without reward. Adding comments.

nvim-config icon nvim-config

A modern Neovim configuration with full battery for Python, C++, Markdown, LaTeX, and more...

off-policy icon off-policy

PyTorch implementations of popular off-policy multi-agent reinforcement learning algorithms, including QMix, VDN, MADDPG, and MATD3.

on-policy icon on-policy

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

optimal-control-lecture-notes icon optimal-control-lecture-notes

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.

oscar icon oscar

Data-Driven Operational Space Control for Adaptive and Robust Robot Manipulation

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