Exploiting environment configurability in reinforcement learning

von Metelli, Alberto Maria
Veröffentlicht 2022

Subgaussian and Differentiable Importance Sampling for Off-Policy Evaluation and Learning

von Metelli, Alberto Maria
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 10 of 36 (2022)

Multi-Fidelity Best-Arm Identification

von Poiani, Riccardo
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 24 of 50 (2023)

PROPAGATING UNCERTAINTY IN REINFORCEMENT LEARNING VIA WASSERSTEIN BARYCENTERS

von Metelli, Alberto Maria
Veröffentlicht in NeurIPS (33. : 2019 : Vancouver, British Columbia) 32nd Conference on Neural Information Processing Systems (NeurIPS 2019) ; Volume 6 of 20 (2020)

Tight Performance Guarantees of Imitator Policies with Continuous Actions

von Maran, Davide
Veröffentlicht in AAAI Conference on Artificial Intelligence (37. : 2023 : Washington, DC; Online) 37th AAAI Conference on Artificial Intelligence (AAAI-23) ; Volume 8, part 1 of 2 (2023)

Stochastic Rising Bandits

von Metelli, Alberto Maria
Veröffentlicht in International Conference on Machine Learning (39. : 2022 : Baltimore, Md.; Online) International Conference on Machine Learning (ICML 2022) ; Part 19 of 33 (2023)

PROVABLY EFFICIENT LEARNING OF TRANSFERABLE REWARDS

von METELLI, ALBERTO MARIA
Veröffentlicht in International Conference on Machine Learning (38. : 2021 : Online) International Conference on Machine Learning (ICML 2021 ; Part 10 of 16 (2022)

Learning in Non-Cooperative Configurable Markov Decision Processes

von Ramponi, Giorgia
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 27 of 36 (2022)

CONTROL FREQUENCY ADAPTATION VIA ACTION PERSISTENCE IN BATCH REINFORCEMENT LEARNING

von Metelli, Alberto Maria
Veröffentlicht in International Conference on Machine Learning (37. : 2020 : Online) 37th International Conference on Machine Learning (ICML 2020) ; Part 9 of 15 (2021)

Simultaneously Updating All Persistence Values in Reinforcement Learning

von Sabbioni, Luca
Veröffentlicht in AAAI Conference on Artificial Intelligence (37. : 2023 : Washington, DC; Online) 37th AAAI Conference on Artificial Intelligence (AAAI-23) ; Volume 8, part 1 of 2 (2023)