On the Power of Pre-training for Generalization in RL: Provable Benefits and Hardness

19 October 2022

Papers citing "On the Power of Pre-training for Generalization in RL: Provable Benefits and Hardness"

5 / 5 papers shown

Title
A Classification View on Meta Learning Bandits Mirco Mutti Jeongyeol Kwon Shie Mannor Aviv Tamar 23 0 0 06 Apr 2025
Hybrid Transfer Reinforcement Learning: Provable Sample Efficiency from Shifted-Dynamics Data Chengrui Qu Laixi Shi Kishan Panaganti Pengcheng You Adam Wierman OffRL OnRL 36 0 0 06 Nov 2024
Test-Time Regret Minimization in Meta Reinforcement Learning Mirco Mutti Aviv Tamar 23 4 0 04 Jun 2024
Why Generalization in RL is Difficult: Epistemic POMDPs and Implicit Partial Observability Dibya Ghosh Jad Rahme Aviral Kumar Amy Zhang Ryan P. Adams Sergey Levine OffRL 272 109 0 13 Jul 2021
When Is Generalizable Reinforcement Learning Tractable? Dhruv Malik Yuanzhi Li Pradeep Ravikumar OffRL 84 24 0 01 Jan 2021