Safe Policy Improvement with Baseline Bootstrapping in Factored Environments

Research output

Research output per year 2019 2019 2020 2023 2023

• 19 Citations
• 3 Conference contribution
• 1 Dissertation (TU Delft)

Research output per year

Research output per year

Search results

• 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 Access

  File

  • policy 100%
  • Dialogue systems 33%
  • performance 30%
  • algorithms 30%
  • data 20%
  23 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

  • learning 100%
  • environment 100%
  • algorithms 100%
  • Reinforcement Learning 100%
  • policy 57%

• 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

  • policy 100%
  • learning 100%
  • algorithms 100%
  • structure learning 100%
  • Algorithms 100%
  8 Citations (Scopus)