SLIP: LEARNING TO PREDICT IN UNKNOWN DYNAMICAL SYSTEMS WITH LONG-TERM MEMORY

von Rashidinejad, Paria
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 7 of 27 (2021)

TOWARD THE FUNDAMENTAL LIMITS OF IMITATION LEARNING

von Rajaraman, Nived
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 4 of 27 (2021)

Bridging Offline Reinforcement Learning and Imitation Learning: A Tale of Pessimism

von Rashidinejad, Paria
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 14 of 36 (2022)

Beyond the Best: Distribution Functional Estimation in Infinite-Armed Bandits

von Wang, Yifei
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 13 of 50 (2023)

On the Value of Interaction and Function Approximation in Imitation Learning

von Rajaraman, Nived
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 2 of 36 (2022)

Nearly Optimal Policy Optimization with Stable at Any Time Guarantee

von Wu, Tianhao
Veröffentlicht in International Conference on Machine Learning (39. : 2022 : Baltimore, Md.; Online) International Conference on Machine Learning (ICML 2022) ; Part 29 of 33 (2023)

Securing Secure Aggregation: Mitigating Multi-Round Privacy Leakage in Federated Learning

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

MADE: Exploration via Maximizing Deviation from Explored Regions

von Zhang, Tianjun
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 12 of 36 (2022)

Minimax Optimal Online Imitation Learning via Replay Estimation

von Swamy, Gokul
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 10 of 50 (2023)

Design and Analysis of a Muti-Degree-of-Freedom Dexterous Gripper with Variable Stiffness

von Zhou, Pan
Veröffentlicht in ICIRA (14. : 2021 : Yantai) Intelligent Roboticsand Applications ; Part 1 (2021)