Joseph Lubars

Publication Activity (10 Years)

Years Active: 2018-2021
Publications (10 Years): 6

Top Topics

Reinforcement Learning

Markov Decision Processes

Predictive Control

Top Venues

Publications

Joseph Lubars, Harsh Gupta, Sandeep Chinchali, Liyun Li, Adnan Raja, R. Srikant, Xinzhou Wu
Combining Reinforcement Learning with Model Predictive Control for On-Ramp Merging. ITSC (2021)
Joseph Lubars, Anna Winnicki, Michael Livesay, R. Srikant
Optimistic Policy Iteration for MDPs with Acyclic Transient State Structure. CoRR (2021)
Anna Winnicki, Joseph Lubars, Michael Livesay, R. Srikant
The Role of Lookahead and Approximate Policy Evaluation in Policy Iteration with Linear Value Function Approximation. CoRR (2021)
Joseph Lubars, Harsh Gupta, Adnan Raja, R. Srikant, Liyun Li, Xinzhou Wu
Combining Reinforcement Learning with Model Predictive Control for On-Ramp Merging. CoRR (2020)
Joseph Lubars, R. Srikant, Lei Ying
Computationally Efficient, Stable Scheduling for Wireless Systems with Limited Probing. WiOpt (2019)
Joseph Lubars, R. Srikant
Correcting the Output of Approximate Graph Matching Algorithms. INFOCOM (2018)