PEBL: Pessimistic Ensembles for Offline Deep Reinforcement Learning J Smit, CT Ponnambalam, MTJ Spaan, FA Oliehoek Workshop on Robust and Reliable Autonomy in the Wild at the 30th …, 2021 | 15 | 2021 |
Visual attention failures during turns at intersections: An on-road study NE Kaya, S Ayas, CT Ponnambalam, B Donmez 28th Canadian Association of Road Safety Professionals Conference, 2018 | 10 | 2018 |
Searching for street parking: effects on driver vehicle control, workload, physiology, and glances CT Ponnambalam, B Donmez Frontiers in Pschology 11, 2618-2631, 2020 | 9 | 2020 |
A Modern Perspective on Safe Automated Driving for Different Traffic Dynamics using Constrained Reinforcement Learning D Kamran, TD Simão, Q Yang, CT Ponnambalam, J Fischer, MTJ Spaan, ... Proceedings of the IEEE International Conference on Intelligent …, 2022 | 8 | 2022 |
Effects of Searching for Street Parking on Driver Behaviour and Physiology: Results From an On-Road Instrumented Vehicle Study CT Ponnambalam, R Cheng, B Donmez Proceedings of the Human Factors and Ergonomics Society Annual Meeting 62 (1 …, 2018 | 5 | 2018 |
Abstraction-Guided Policy Recovery from Expert Demonstrations CT Ponnambalam, FA Oliehoek, MTJ Spaan International Conference on Automated Planning and Scheduling (ICAPS), 2021 | 2 | 2021 |
Medical dispatch decision support for transfer time estimation: Individual operator differences in system use WCW Giang, CT Ponnambalam, X He, B Donmez Proceedings of the International Symposium on Human Factors and Ergonomics …, 2018 | 1 | 2018 |
Effects of searching for street parking on driver behaviour, physiology, and visual attention allocation: An on-road study CT Ponnambalam University of Toronto, 2018 | 1 | 2018 |
Abstraction-Guided Modular Reinforcement Learning CT Ponnambalam Delft University of Technology, 2023 | | 2023 |
Back to the Future: Solving Hidden Parameter MDPs with Hindsight CT Ponnambalam, D Kamran, TD Simão, FA Oliehoek, MTJ Spaan Adaptive Learning Agents Workshop at the 21st International Conference on …, 2022 | | 2022 |
Abstraction-Guided Policy Recovery from Expert Demonstrations (Workshop Version) CT Ponnambalam, FA Oliehoek, MTJ Spaan Offline Reinforcement Learning Workshop at Neural Information Processing …, 2020 | | 2020 |
Interval Q-Learning: Balancing Deep and Wide Exploration G Neustroev, CT Ponnambalam, MM de Weerdt, MTJ Spaan Adaptive Learning Agents Workshop at International Conference of Autonomous …, 2020 | | 2020 |
Sound and vision: how can auditory displays support supervision of automated driving? CT Ponnambalam, R de Zwart, RJ Jansen | | |