Publications

Masters Degree

The research is mainly based on “Systems and Control” (017003) Course, specifically on the ideas of Interpolating Control (IC) and Model Predictive Control (MPC).

• Robust Traffic Signal Control for Uncertain Road Networks (M.Sc Thesis) [Abstract] [Full pdf]

• Robust Interpolating Traffic Signal Control for Uncertain Road Networks [ECC19 Abstract] [GSC19 Abstract] [Full pdf]

PhD Degree

• Spatio-temporal Graph Convolutional Neural Network for traffic signal control in large-scale urban networks (in progress) [Presented in TRB 2022 Conference]

• Preference commands in traffic signal control via Double Deep Q-Network (in progress)

• Converting textual instructions into preference commands for traffic signal control (in progress)

AGI papers

• Dynamic and Evolving Neural Network for event discrimination [Full PrePrint, Video, Short Conference Paper]

Dynamic and Evolving Neural Network (DENN)

• Hierarchical Temporal DNN and Associative Knowledge Representation [Full PrePrint, Video, Short Conference Paper]

Associative Knowledge Representation Model (AKREM)

• Purposeful and Operation-based Cognitive System for AGI [Long PrePrint, Short PrePrint, Quick Video (1minute), Short Video (7minutes), Detailed Video (32minutes)]

Model of Models (MOM)

Reviewing Role

Also reviewed papers at ECAI2023 conference (see “Call to Arms” award), and at Transportation Research Record (TRR): here, here, and here.