Research output per year
Research output per year
Search results
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Conference contribution
Abstraction-Guided Policy Recovery from Expert Demonstrations
Ponnambalam, C. T., Oliehoek, F. A. & Spaan, M. T. J., 2021, 31th International Conference on Automated Planning and Scheduling. American Association for Artificial Intelligence (AAAI), p. 560-568 9 p.Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
Open AccessFile35 Downloads (Pure) -
A Modern Perspective on Safe Automated Driving for Different Traffic Dynamics using Constrained Reinforcement Learning
Kamran, D., Simão, T. D., Yang, Q., Ponnambalam, C. T., Fischer, J., Spaan, M. T. J. & Lauer, M., 2022, Proceedings of the IEEE International Conference on Intelligent Transportation Systems. IEEE, p. 4017-4023 7 p. (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC; vol. 2022-October).Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
Open AccessFile3 Citations (Scopus)20 Downloads (Pure) -
Interval Q-Learning: Balancing Deep and Wide Exploration
Neustroev, G., Ponnambalam, C., de Weerdt, M. & Spaan, M., 2020, Adaptive and Learning Agents Workshop. 7 p.Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
Open AccessFile118 Downloads (Pure) -
PEBL: Pessimistic Ensembles for Offline Deep Reinforcement Learning
Smit, J., Ponnambalam, C., Spaan, M. T. J. & Oliehoek, F. A., 2021, Robust and Reliable Autonomy in the Wild Workshop at the 30th International Joint Conference of Artificial Intelligence. 10 p.Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
Open AccessFile243 Downloads (Pure)