Generalized Models of Sequential Decision-Making under Uncertainty

G. Neustroev

Algorithmics

Research output: Thesis › Dissertation (TU Delft)

51 Downloads (Pure)

3 Conference contribution

3 results

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2022

Deep Reinforcement Learning for Active Wake Control
Neustroev, G., Andringa, S. P. E., Verzijlbergh, R. A. & de Weerdt, M. M., 2022, International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2022. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 944-953 10 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 2).
Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

Open Access
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3 Citations (Scopus)

27 Downloads (Pure)
2020
Generalized Optimistic Q-Learning with Provable Efficiency
Neustroev, G. & de Weerdt, M., May 2020, Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2020. An, B., El Fallah Seghrouchni, A. & Sukthankar, G. (eds.). International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 913-921 9 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 2020-May).
Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

Open Access
File
3 Citations (Scopus)

85 Downloads (Pure)
2019
Discovery of Optimal Solution Horizons in Non-Stationary Markov Decision Processes with Unbounded Rewards
Neustroev, G., de Weerdt, M. & Verzijlbergh, R., 2019, Proceedings of the 29th International Conference on Automated Planning and Scheduling, ICAPS 2019. Benton, J., Lipovetzky, N., Onaindia, E., Smith, D. E. & Srivastava, S. (eds.). Association for the Advancement of Artificial Intelligence (AAAI), Vol. 29. p. 292-300 9 p. (Proceedings International Conference on Automated Planning and Scheduling, ICAPS).
Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

Open Access
File
67 Downloads (Pure)

Generalized Models of Sequential Decision-Making under Uncertainty

Research output

Search results

Deep Reinforcement Learning for Active Wake Control

Generalized Optimistic Q-Learning with Provable Efficiency

Discovery of Optimal Solution Horizons in Non-Stationary Markov Decision Processes with Unbounded Rewards