Search Results for author: Chang Shi

Found 2 papers, 0 papers with code

Robot Air Hockey: A Manipulation Testbed for Robot Learning with Reinforcement Learning

no code implementations6 May 2024 Caleb Chuck, Carl Qi, Michael J. Munje, Shuozhe Li, Max Rudolph, Chang Shi, Siddhant Agarwal, Harshit Sikchi, Abhinav Peri, Sarthak Dayal, Evan Kuo, Kavan Mehta, Anthony Wang, Peter Stone, Amy Zhang, Scott Niekum

Reinforcement Learning is a promising tool for learning complex policies even in fast-moving and object-interactive domains where human teleoperation or hard-coded policies might fail.

Offline RL

Recognition and Prediction of Surgical Gestures and Trajectories Using Transformer Models in Robot-Assisted Surgery

no code implementations3 Dec 2022 Chang Shi, Yi Zheng, Ann Majewicz Fey

In this paper, we propose the novel use of a Transformer model for three tasks: gesture recognition, gesture prediction, and trajectory prediction during RAS.

Activity Recognition Gesture Recognition +1

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