Wesley Suttle

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 6

Top Topics

Markov Decision Process

Reinforcement Learning

Distributed Control

Real Time Dynamic Programming

Top Venues

IEEE Trans. Control. Netw. Syst.

Publications

Wesley Suttle, Vipul Kumar Sharma, Krishna Chaitanya Kosaraju, Seetharaman Sivaranjani, Ji Liu, Vijay Gupta, Brian M. Sadler
Sampling-based Safe Reinforcement Learning for Nonlinear Dynamical Systems. AISTATS (2024)
Krishna Chaitanya Kosaraju, S. Sivaranjani, Wesley Suttle, Vijay Gupta, Ji Liu
Reinforcement Learning Based Distributed Control of Dissipative Networked Systems. IEEE Trans. Control. Netw. Syst. 9 (2) (2022)
Wesley Suttle, Kaiqing Zhang, Zhuoran Yang, Ji Liu, David Kraemer
Reinforcement Learning for Cost-Aware Markov Decision Processes. ICML (2021)
Krishna Chaitanya Kosaraju, Seetharaman Sivaranjani, Wesley Suttle, Vijay Gupta, J. Liu
Reinforcement Learning based Distributed Control of Dissipative Networked Systems. CoRR (2020)
Wesley Suttle, Zhuoran Yang, Kaiqing Zhang, Zhaoran Wang, Tamer Basar, Ji Liu
A Multi-Agent Off-Policy Actor-Critic Algorithm for Distributed Reinforcement Learning. CoRR (2019)
Wesley Suttle, Zhuoran Yang, Kaiqing Zhang, Ji Liu
Stochastic Convergence Results for Regularized Actor-Critic Methods. CoRR (2019)