Yunsheng Tian (yunshengtian)

yunshengtian

Geek Repo

Company:MIT CSAIL

Location:Cambridge, MA, U.S.

Home Page:yunshengtian.com

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Yunsheng Tian's repositories

AutoOED

AutoOED: Automated Optimal Experimental Design Platform

Assemble-Them-All

[SIGGRAPH Asia 2022] Assemble Them All: Physics-Based Planning for Generalizable Assembly by Disassembly

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DGEMO

[NeurIPS 2020] Diversity-Guided Efficient Multi-Objective Optimization With Batch Evaluations

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ppo-mujoco

A minimal codebase for PPO training on MuJoCo environments with some customization supports.

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ASAP

[ICRA 2024] ASAP: Automated Sequence Planning for Complex Robotic Assembly with Physical Feasibility

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GPyOpt

Gaussian Process Optimization using GPy

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neat-python

Python implementation of the NEAT neuroevolution algorithm

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estool

Evolution Strategies Tool

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PGMORL

[ICML 2020] Prediction-Guided Multi-Objective Reinforcement Learning for Continuous Robot Control

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Spearmint

Spearmint Bayesian optimization codebase

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