Publications

Mina Konaković Luković*, Yunsheng Tian*, Wojciech Matusik (2020). Diversity-Guided Multi-Objective Bayesian Optimization With Batch Evaluations. NeurIPS'20.

PDF Cite Code Poster Video Supplementary

Jie Xu, Yunsheng Tian, Pingchuan Ma, Daniela Rus, Shinjiro Sueda, Wojciech Matusik (2020). Prediction-Guided Multi-Objective Reinforcement Learning for Continuous Robot Control. ICML'20.

PDF Cite Code Project Video Talk Supplementary

Pingchuan Ma*, Yunsheng Tian*, Zherong Pan, Bo Ren, Dinesh Manocha (2018). Fluid Directed Rigid Body Control using Deep Reinforcement Learning. SIGGRAPH'18.

PDF Cite Project Video DOI Talk