Junmin Zhong

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Complex Real World Problems

Temporal Difference

Function Approximation

Top Venues

IEEE Robotics Autom. Lett.

Publications

Ruofan Wu, Junmin Zhong, Jennie Si
Actor-Critic Reinforcement Learning with Phased Actor. CoRR (2024)
Junmin Zhong, Ruofan Wu, Jennie Si
Mitigating Estimation Errors by Twin TD-Regularized Actor and Critic for Deep Reinforcement Learning. CoRR (2023)
Junmin Zhong, Ruofan Wu, Jennie Si
A Long N-step Surrogate Stage Reward for Deep Reinforcement Learning. NeurIPS (2023)
Junmin Zhong, Ruofan Wu, Jennie Si
Long N-step Surrogate Stage Reward to Reduce Variances of Deep Reinforcement Learning in Complex Problems. CoRR (2022)
Wentao Liu, Junmin Zhong, Ruofan Wu, Bretta L. Fylstra, Jennie Si, He Helen Huang
Inferring Human-Robot Performance Objectives During Locomotion Using Inverse Reinforcement Learning and Inverse Optimal Control. IEEE Robotics Autom. Lett. 7 (2) (2022)
Ruofan Wu, Junmin Zhong, Brent Wallace, Xiang Gao, He Huang, Jennie Si
Human-Robotic Prosthesis as Collaborating Agents for Symmetrical Walking. NeurIPS (2022)