Maxim Egorov

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 6

Top Topics

Sequential Decision Making Under Uncertainty

Reinforcement Learning

Partially Observable Markov Decision Processes

Top Venues

J. Mach. Learn. Res.

IEEE Trans. Intell. Transp. Syst.

AAMAS Workshops (Selected Papers)

Publications

Christopher Chin, Karthik Gopalakrishnan, Maxim Egorov, Antony Evans, Hamsa Balakrishnan
Efficiency and Fairness in Unmanned Air Traffic Flow Management. IEEE Trans. Intell. Transp. Syst. 22 (9) (2021)
Sheng Li, Maxim Egorov, Mykel J. Kochenderfer
Analysis of Fleet Management and Network Design for On-Demand Urban Air Mobility Operations. CoRR (2020)
Sheng Li, Maxim Egorov, Mykel J. Kochenderfer
Optimizing Collision Avoidance in Dense Airspace using Deep Reinforcement Learning. CoRR (2019)
Jayesh K. Gupta, Maxim Egorov, Mykel J. Kochenderfer
Cooperative Multi-agent Control Using Deep Reinforcement Learning. AAMAS Workshops (Selected Papers) (2017)
Maxim Egorov, Zachary N. Sunberg, Edward Balaban, Tim Allan Wheeler, Jayesh K. Gupta, Mykel J. Kochenderfer
POMDPs.jl: A Framework for Sequential Decision Making under Uncertainty. J. Mach. Learn. Res. 18 (2017)
Maxim Egorov, Mykel J. Kochenderfer, Jaak J. Uudmae
Target Surveillance in Adversarial Environments Using POMDPs. AAAI (2016)