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Ilia Smirnov
Publication Activity (10 Years)
Years Active: 2023-2024
Publications (10 Years): 4
Top Topics
Belief Space
Traffic Signal Control
Temporal Difference
Reinforcement Learning
Top Venues
ITSC
CoRR
SM
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Publications
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Tianyu Shi
,
Ilia Smirnov
,
Omar ElSamadisy
,
Baher Abdulhai
SECRM-2D: RL-Based Efficient and Comfortable Route-Following Autonomous Driving with Analytic Safety Guarantees.
CoRR
(2024)
Ilia Smirnov
,
Scott Sanner
,
Baher Abdulhai
A Case for Monte Carlo Tree Search in Adaptive Traffic Signal Control: Modifiability, Interpretability and Generalization.
ITSC
(2023)
Xiaoyu Wang
,
Ayal Taitler
,
Ilia Smirnov
,
Scott Sanner
,
Baher Abdulhai
eMARLIN+: Overcoming Partial-Observability Caused by Sensor Limitations and Short Detection Ranges in Traffic Signal Control.
ITSC
(2023)
Omar ElSamadisy
,
Yazeed Abdulhai
,
Haoyuan Xue
,
Ilia Smirnov
,
Elias B. Khalil
,
Baher Abdulhai
SMAC-tuned Deep Q-learning for Ramp Metering.
SM
(2023)