UNDERSTANDING THE CURSE OF HORIZON IN OFF-POLICY EVALUATION VIA CONDITIONAL IMPORTANCE SAMPLING

von Liu, Yao
Veröffentlicht in International Conference on Machine Learning (37. : 2020 : Online) 37th International Conference on Machine Learning (ICML 2020) ; Part 8 of 15 (2021)

Myriad: a real-world testbed to bridge trajectory optimization and deep learning

von Howe, Nikolaus
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 39 of 50 (2023)

The Primacy Bias in Deep Reinforcement Learning

von Nikishin, Evgenii
Veröffentlicht in International Conference on Machine Learning (39. : 2022 : Baltimore, Md.; Online) International Conference on Machine Learning (ICML 2022) ; Part 21 of 33 (2023)

Direct Behavior Specification Via Constrained Reinforcement Learning

von Roy, Julien
Veröffentlicht in International Conference on Machine Learning (39. : 2022 : Baltimore, Md.; Online) International Conference on Machine Learning (ICML 2022) ; Part 23 of 33 (2023)

Neural Algorithmic Reasoners are Implicit Planners

von Deac, Andreea-Ioana
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 19 of 36 (2022)

TDPROP: DOES ADAPTIVE OPTIMIZATION WITH JACOBI PRECONDITIONING HELP TEMPORAL DIFFERENCE LEARNING?

von Romoff, Joshua
Veröffentlicht in AAMAS (20. : 2021 : Online) 20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2021) ; Volume 2 of 3 (2021)