Media

For publications in education studies, see here.

Podcasts

🎧 Listen to My Technion Alumni Podcast
(for Hebrew speakers)

2025 English PodCasts:

Podcast 1 Podcast 2 - AI conversation

Jump to Sections:
- 00:00:00 - Background and AGI verse AI
- 00:19:22 - Teaching importance
- 00:37:25 - Ideas in AGI and to promote AGI

Jump to Sections:
- 00:00:00 - Part 1
- 00:07:23 - Part 2

Medium Articles

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)

Publications in my studies

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

The research is mainly based on “Planning and Reinforcement Learning” (046203) Course, specifically on the ideas of Q-learning, Deep-Q-Learning (DQN). Included implementation of graph neural networks (GNNs), both in supervised learning and in reinforcement learning approaches. Also fine-tuning GPT language model with GNNs on synthetic dataset.

• Artificial Intelligence in Traffic Signal Control for Large-Scale Urban Networks (Ph.D. Thesis) [Abstract - In progress] (Disclosed due to paper review)

• Spatio-temporal Graph Convolutional Neural Network for traffic signal control in large-scale urban networks [Full Article] [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)

Post-Doc Role

Research around applying and implementing AI tools in optimization and modeling problems in Water distribution Systems (WDSs).

• Assessing equitable access to safe and affordable water during COVID-19: Agent-based modeling for tap water avoidance behaviors [Full Article]

• Assessing the Sensitivity of Sociotechnical Water Distribution Systems to Uncertainty in Consumer Behaviors: Social Distancing and Demand Changes During the COVID-19 Pandemic [Full Article]

• Equitable Access to Affordable and Clean Water in Pre-Pandemic, Pandemic, and Post-Pandemic Modes of Work [Full Article]

Reviewing Role

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