Offline Meta Reinforcement Learning with In-Distribution Online Adaptation

31 May 2023

Papers citing "Offline Meta Reinforcement Learning with In-Distribution Online Adaptation"

6 / 6 papers shown

Title
Learning to Plan Before Answering: Self-Teaching LLMs to Learn Abstract Plans for Problem Solving J. Zhang Flood Sung Z. Yang Yang Gao Chongjie Zhang LLMAG 38 0 0 28 Apr 2025
Distilling Reinforcement Learning Algorithms for In-Context Model-Based Planning Jaehyeon Son Soochan Lee Gunhee Kim OffRL 72 1 0 26 Feb 2025
Context Shift Reduction for Offline Meta-Reinforcement Learning Yunkai Gao Rui Zhang Jiaming Guo Fan Wu Qi Yi ... Zidong Du Xingui Hu Qi Guo Ling Li Yunji Chen OffRL 26 14 0 07 Nov 2023
Policy Gradient Algorithms for Robust MDPs with Non-Rectangular Uncertainty Sets Mengmeng Li Daniel Kuhn Tobias Sutter 32 9 0 30 May 2023
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 329 1,944 0 04 May 2020
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 243 11,568 0 09 Mar 2017