Research output per year
Research output per year
Research output
- 5 Conference contribution
Search results
-
2021
AlwaysSafe: Reinforcement Learning without Safety Constraint Violations during Training
Simão, T. D., Jansen, N. & Spaan, M. T. J., 2021, Proceedings of the 20th International Conference on Autonomous Agents and MultiAgent Systems. Richland, SC: International Foundation for Autonomous Agents and Multiagent Systems, p. 1226-1235 10 p. (AAMAS '21).Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
Open AccessFile353 Downloads (Pure) -
2020
Safe Policy Improvement with an Estimated Baseline Policy
Simão, T. D., Laroche, R. & Tachet des Combes, R., 2020, Proceedings of the 19th International Conference on Autonomous Agents and MultiAgent Systems. Richland, SC, p. 1269–1277 9 p. (AAMAS '20).Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
Open AccessFile23 Downloads (Pure) -
2019
Safe and Sample-Efficient Reinforcement Learning Algorithms for Factored Environments
Simão, T. D., 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). International Joint Conferences on Artifical Intelligence (IJCAI), p. 6460-6461 2 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2019-August).Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
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Safe Policy Improvement with Baseline Bootstrapping in Factored Environments
Simão, T. D. & Spaan, M. T. J., 2019, 33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019. American Association for Artificial Intelligence (AAAI), p. 4967-4974 8 p. (33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019).Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
19 Citations (Scopus) -
Structure Learning for Safe Policy Improvement
Simão, T. D. & Spaan, M. T. J., Jul 2019, Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence. Kraus, S. (ed.). International Joint Conferences on Artifical Intelligence (IJCAI), p. 3453-3459 7 p.Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
8 Citations (Scopus)