Ilia Smirnov

According to our database, Ilia Smirnov authored at least 3 papers in 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

SMAC-tuned Deep Q-learning for Ramp Metering.

Omar ElSamadisy, Yazeed Abdulhai, Haoyuan Xue, Ilia Smirnov, Elias B. Khalil, Baher Abdulhai

Proceedings of the IEEE International Conference on Smart Mobility, 2023

eMARLIN+: Overcoming Partial-Observability Caused by Sensor Limitations and Short Detection Ranges in Traffic Signal Control.

Xiaoyu Wang, Ayal Taitler, Ilia Smirnov, Scott Sanner, Baher Abdulhai

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

A Case for Monte Carlo Tree Search in Adaptive Traffic Signal Control: Modifiability, Interpretability and Generalization.

Ilia Smirnov, Scott Sanner, Baher Abdulhai

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023