Reinforcement Learning in Reward-Mixing MDPs

Reinforcement Learning in Reward-Mixing MDPs

7 October 2021

Yonathan Efroni

Papers citing "Reinforcement Learning in Reward-Mixing MDPs"

14 / 14 papers shown

Title
A Classification View on Meta Learning Bandits Mirco Mutti Jeongyeol Kwon Shie Mannor Aviv Tamar 23 0 0 06 Apr 2025
Test-Time Regret Minimization in Meta Reinforcement Learning Mirco Mutti Aviv Tamar 23 4 0 04 Jun 2024
RL in Latent MDPs is Tractable: Online Guarantees via Off-Policy Evaluation Jeongyeol Kwon Shie Mannor C. Caramanis Yonathan Efroni OffRL 37 2 0 03 Jun 2024
Tractable Optimality in Episodic Latent MABs Jeongyeol Kwon Yonathan Efroni C. Caramanis Shie Mannor 50 3 0 05 Oct 2022
Reward-Mixing MDPs with a Few Latent Contexts are Learnable Jeongyeol Kwon Yonathan Efroni C. Caramanis Shie Mannor 29 5 0 05 Oct 2022
Learning in Observable POMDPs, without Computationally Intractable Oracles Noah Golowich Ankur Moitra Dhruv Rohatgi 24 26 0 07 Jun 2022
Reinforcement Learning with Brain-Inspired Modulation can Improve Adaptation to Environmental Changes Eric Chalmers Artur Luczak 25 3 0 19 May 2022
When Is Partially Observable Reinforcement Learning Not Scary? Qinghua Liu Alan Chung Csaba Szepesvári Chi Jin 14 92 0 19 Apr 2022
Understanding Curriculum Learning in Policy Optimization for Online Combinatorial Optimization Runlong Zhou Zelin He Yuandong Tian Yi Wu S. Du OffRL 18 3 0 11 Feb 2022
Coordinated Attacks against Contextual Bandits: Fundamental Limits and Defense Mechanisms Jeongyeol Kwon Yonathan Efroni C. Caramanis Shie Mannor AAML 45 6 0 30 Jan 2022
Planning in Observable POMDPs in Quasipolynomial Time Noah Golowich Ankur Moitra Dhruv Rohatgi 21 27 0 12 Jan 2022
Provably Efficient Reinforcement Learning with Linear Function Approximation Under Adaptivity Constraints Chi Jin Zhuoran Yang Zhaoran Wang OffRL 122 166 0 06 Jan 2021
Reward-Free Exploration for Reinforcement Learning Chi Jin A. Krishnamurthy Max Simchowitz Tiancheng Yu OffRL 109 194 0 07 Feb 2020
Learning mixtures of structured distributions over discrete domains Siu On Chan Ilias Diakonikolas Rocco A. Servedio Xiaorui Sun 67 83 0 02 Oct 2012