Provable Reset-free Reinforcement Learning by No-Regret Reduction

6 January 2023

Papers citing "Provable Reset-free Reinforcement Learning by No-Regret Reduction"

6 / 6 papers shown

Title
Harmonic Control Lyapunov Barrier Functions for Constrained Optimal Control with Reach-Avoid Specifications Amartya Mukherjee Rui Zhou Haocheng Chang Jun Liu 21 0 0 04 Oct 2023
Survival Instinct in Offline Reinforcement Learning Anqi Li Dipendra Kumar Misra Andrey Kolobov Ching-An Cheng OffRL 24 16 0 05 Jun 2023
Safe Exploration Incurs Nearly No Additional Sample Complexity for Reward-free RL Ruiquan Huang J. Yang Yingbin Liang OffRL 61 9 0 28 Jun 2022
Provably Efficient Model-Free Constrained RL with Linear Function Approximation A. Ghosh Xingyu Zhou Ness B. Shroff 66 23 0 23 Jun 2022
Reset-Free Reinforcement Learning via Multi-Task Learning: Learning Dexterous Manipulation Behaviors without Human Intervention Abhishek Gupta Justin Yu Tony Zhao Vikash Kumar Aaron Rovinsky Kelvin Xu Thomas Devlin Sergey Levine OffRL 72 95 0 22 Apr 2021
Model-free Reinforcement Learning in Infinite-horizon Average-reward Markov Decision Processes Chen-Yu Wei Mehdi Jafarnia-Jahromi Haipeng Luo Hiteshi Sharma R. Jain 107 99 0 15 Oct 2019