Arash Tavakoli

46 papers A* 7C 1Journal 32Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Multi-Level Data-driven Framework for Understanding Perceptions Towards Cycling Infrastructure Across Regions Leveraging Social Media Discourse. CoRR Shiva Azimi, Arash Tavakoli
2026	J	`jnl`	Can Vision-Language Models Understand Construction Workers? An Exploratory Study. IEEE Access Hieu T. Bui, Nathaniel Chodosh, Arash Tavakoli
2026	J	`jnl`	Can Vision-Language Models Understand Construction Workers? An Exploratory Study. CoRR Hieu Bui, Nathaniel Chodosh, Arash Tavakoli
2025	J	`jnl`	A Multimodal Human-Centered Framework for Assessing Pedestrian Well-Being in the Wild. CoRR Yasaman Hakiminejad, Arash Tavakoli
2025	J	`jnl`	Learning in complex action spaces without policy gradients. Trans. Mach. Learn. Res. Arash Tavakoli, Sina Ghiassian, Nemanja Rakicevic
2025	J	`jnl`	Shaping Passenger Experience: An Eye-Tracking Study of Public Transportation Built Environment. CoRR Yasaman Hakiminejad, Elizabeth Pantesco, Arash Tavakoli
2025	J	`jnl`	Simulation for All: A Step-by-Step Cookbook for Developing Human-Centered Multi-Agent Transportation Simulators. IEEE Access Shiva Azimi, Arash Tavakoli
2025	J	`jnl`	Simulation for All: A Step-by-Step Cookbook for Developing Human-Centered Multi-Agent Transportation Simulators. CoRR Shiva Azimi, Arash Tavakoli
2025	J	`jnl`	Urban Forms Across Continents: A Data-Driven Comparison of Lausanne and Philadelphia. CoRR Arthur Carmès, Léo Catteau, Andrew Sonta, Arash Tavakoli
2024	J	`jnl`	Learning in complex action spaces without policy gradients. CoRR Arash Tavakoli, Sina Ghiassian, Nemanja Rakicevic
2024	J	`jnl`	Public Transit of the Future: Enhancing Well-Being through Designing Human-centered Public Transportation Spaces. CoRR Yasaman Hakiminejad, Elizabeth Pantesco, Arash Tavakoli
2024	J	`jnl`	Unveiling the Impact of Cognitive Distraction on Cyclists Psycho-Behavioral Responses in an Immersive Virtual Environment. IEEE Trans. Intell. Transp. Syst. Xiang Guo, Arash Tavakoli, T. Donna Chen, Arsalan Heydarian
2023	J	`jnl`	Driver State Modeling Through Latent Variable State Space Framework in the Wild. IEEE Trans. Intell. Transp. Syst. Arash Tavakoli, Steven Boker, Arsalan Heydarian
2023	—	`conf`	Measuring Success, One Sensor at a Time: A Sensing Infrastructure for Longitudinal Workspace Behavior Monitoring. BuildSys Beatrice Li, Arash Tavakoli, Alan Wang, Navreet Kaur, Laura E. Barnes, Afsaneh Doryab, Arsalan Heydarian
2023	J	`jnl`	Unveiling the Impact of Cognitive Distraction on Cyclists Psycho-behavioral Responses in an Immersive Virtual Environment. CoRR Xiang Guo, Arash Tavakoli, T. Donna Chen, Arsalan Heydarian
2022	J	`jnl`	Driver State Modeling through Latent Variable State Space Framework in the Wild. CoRR Arash Tavakoli, Steven Boker, Arsalan Heydarian
2022	J	`jnl`	How are Drivers' Stress Levels and Emotions Associated with the Driving Context? A Naturalistic Study. CoRR Arash Tavakoli, Nathan Lai, Vahid Balali, Arsalan Heydarian
2022	—	`conf`	Human wellbeing responses to real and simulated workplaces: A comparison of in-person, online, and virtual environments: poster abstract. BuildSys Eva Bianchi, Basma Altaf, Arash Tavakoli, Isabella P. Douglas, James A. Landay, Sarah L. Billington
2022	J	`jnl`	Occupant Privacy Perception, Awareness, and Preferences in Smart Office Environments. CoRR Beatrice Li, Arash Tavakoli, Arsalan Heydarian
2022	A*	`conf`	On the Pitfalls of Heteroscedastic Uncertainty Estimation with Probabilistic Neural Networks. ICLR Maximilian Seitzer, Arash Tavakoli, Dimitrije Antic, Georg Martius
2022	J	`jnl`	On the Pitfalls of Heteroscedastic Uncertainty Estimation with Probabilistic Neural Networks. CoRR Maximilian Seitzer, Arash Tavakoli, Dimitrije Antic, Georg Martius
2022	A*	`conf`	Orchestrated Value Mapping for Reinforcement Learning. ICLR Mehdi Fatemi, Arash Tavakoli
2022	J	`jnl`	Orchestrated Value Mapping for Reinforcement Learning. CoRR Mehdi Fatemi, Arash Tavakoli
2022	J	`jnl`	Rethinking infrastructure design: Evaluating pedestrians and VRUs' psychophysiological and behavioral responses to different roadway designs. CoRR Xiang Guo, Austin Angulo, Arash Tavakoli, Erin Robartes, T. Donna Chen, Arsalan Heydarian
2022	J	`jnl`	Roadway Design Matters: Variation in Bicyclists' Psycho-Physiological Responses in Different Urban Roadway Designs. CoRR Xiang Guo, Arash Tavakoli, Erin Robartes, Austin Angulo, T. Donna Chen, Arsalan Heydarian
2022	J	`jnl`	The Impact of Surrounding Road Objects and Conditions on Drivers Abrupt Heart Rate Changes. CoRR Arash Tavakoli, Arsalan Heydarian
2021	C	`conf`	Driver State and Behavior Detection Through Smart Wearables. IV Arash Tavakoli, Shashwat Kumar, Mehdi Boukhechba, Arsalan Heydarian
2021	J	`jnl`	Driver State and Behavior Detection Through Smart Wearables. CoRR Arash Tavakoli, Shashwat Kumar, Mehdi Boukhechba, Arsalan Heydarian
2021	J	`jnl`	HARMONY: A Human-Centered Multimodal Driving Study in the Wild. IEEE Access Arash Tavakoli, Shashwat Kumar, Xiang Guo, Vahid Balali, Mehdi Boukhechba, Arsalan Heydarian
2021	A*	`conf`	Learning to Represent Action Values as a Hypergraph on the Action Vertices. ICLR Arash Tavakoli, Mehdi Fatemi, Petar Kormushev
2021	—	`conf`	Leveraging Ubiquitous Computing for Empathetic Routing: A Naturalistic Data-driven Approach. CHI Extended Abstracts Arash Tavakoli, Mehdi Boukhechba, Arsalan Heydarian
2021	J	`jnl`	Multimodal Driver State Modeling through Unsupervised Learning. CoRR Arash Tavakoli, Arsalan Heydarian
2020	J	`jnl`	Learning to Represent Action Values as a Hypergraph on the Action Vertices. CoRR Arash Tavakoli, Mehdi Fatemi, Petar Kormushev
2020	—	`conf`	Personalized Driver State Profiles: A Naturalistic Data-Driven Study. AHFE (12) Arash Tavakoli, Mehdi Boukhechba, Arsalan Heydarian
2020	—	`conf`	Smart Stormwater Control Systems: A Reinforcement Learning Approach. ISCRAM Cheng Wang, Benjamin D. Bowes, Arash Tavakoli, Stephen C. Adams, Jonathan L. Goodall, Peter A. Beling
2019	J	`jnl`	A neural network oracle for quantum nonlocality problems in networks. CoRR Tamás Kriváchy, Yu Cai, Daniel Cavalcanti, Arash Tavakoli, Nicolas Gisin, Nicolas Brunner
2019	A*	`conf`	Using a Logarithmic Mapping to Enable Lower Discount Factors in Reinforcement Learning. NeurIPS Harm van Seijen, Mehdi Fatemi, Arash Tavakoli
2019	J	`jnl`	Using a Logarithmic Mapping to Enable Lower Discount Factors in Reinforcement Learning. CoRR Harm van Seijen, Mehdi Fatemi, Arash Tavakoli
2018	A*	`conf`	Action Branching Architectures for Deep Reinforcement Learning. AAAI Arash Tavakoli, Fabio Pardo, Petar Kormushev
2018	J	`jnl`	Prioritizing Starting States for Reinforcement Learning. CoRR Arash Tavakoli, Vitaly Levdik, Riashat Islam, Petar Kormushev
2018	—	`conf`	The internet of wasted things (IoWT). IOT Arash Tavakoli, Amir Ashrafi, Arsalan Heydarian, Madhur Behl
2018	A*	`conf`	Time Limits in Reinforcement Learning. ICML Fabio Pardo, Arash Tavakoli, Vitaly Levdik, Petar Kormushev
2017	J	`jnl`	Action Branching Architectures for Deep Reinforcement Learning. CoRR Arash Tavakoli, Fabio Pardo, Petar Kormushev
2017	J	`jnl`	Time Limits in Reinforcement Learning. CoRR Fabio Pardo, Arash Tavakoli, Vitaly Levdik, Petar Kormushev
2016	A*	`conf`	Crowdsourced Coordination Through Online Games. HRI Arash Tavakoli, Haig Nalbandian, Nora Ayanian
2016	J	`jnl`	Multiplayer Games for Learning Multirobot Coordination Algorithms. CoRR Arash Tavakoli, Haig Nalbandian, Nora Ayanian