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Forest_Loong's Projects

barrett_hand_sim icon barrett_hand_sim

This version is updated based on the previous version. The latest version has a bug when it runs at ubuntu 14.04. bh280.urdf.xacro and bh282.urdf.xacro have been corrected.

dexterity icon dexterity

Software and tasks for dexterous multi-fingered hand manipulation, powered by MuJoCo

eureka icon eureka

Official Repository for "Eureka: Human-Level Reward Design via Coding Large Language Models"

leetcode-go icon leetcode-go

✅ Solutions to LeetCode by Go, 100% test coverage, runtime beats 100% / LeetCode 题解

modernrobotics icon modernrobotics

Modern Robotics: Mechanics, Planning, and Control Code Library --- The primary purpose of the provided software is to be easy to read and educational, reinforcing the concepts in the book. The code is optimized neither for efficiency nor robustness.

mujoco_mpc icon mujoco_mpc

Real-time behaviour synthesis with MuJoCo, using Predictive Control

mujoco_rl_ur5 icon mujoco_rl_ur5

A MuJoCo/Gym environment for robot control using Reinforcement Learning. The task of agents in this environment is pixel-wise prediction of grasp success chances.

popular-machine-learning-algorithom-python- icon popular-machine-learning-algorithom-python-

This project organize popular ML algorithoms which are programmer by Python. For each algorithom, it embedded my own understanding and each line of the code with detailed comment. I hope this can help us lean ML in a quick time.

pykoopman icon pykoopman

A package for computing data-driven approximations to the Koopman operator.

reinforcement-learning icon reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

robosuite icon robosuite

robosuite: A Modular Simulation Framework and Benchmark for Robot Learning

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