Learning Reward Machines: A Study in Partially Observable Reinforcement Learning

17 December 2021

Papers citing "Learning Reward Machines: A Study in Partially Observable Reinforcement Learning"

7 / 7 papers shown

Title
Adaptive Layer Splitting for Wireless LLM Inference in Edge Computing: A Model-Based Reinforcement Learning Approach Yuxuan Chen Rongpeng Li Xiaoxue Yu Zhifeng Zhao Honggang Zhang 47 9 0 03 Jun 2024
Reward Machines for Deep RL in Noisy and Uncertain Environments Andrew C. Li Zizhao Chen Toryn Q. Klassen Pashootan Vaezipoor Rodrigo Toro Icarte Sheila A. McIlraith 55 7 0 31 May 2024
Knowledge-Informed Auto-Penetration Testing Based on Reinforcement Learning with Reward Machine Yuanliang Li Hanzheng Dai Jun Yan 44 3 0 24 May 2024
Reinforcement Learning with Knowledge Representation and Reasoning: A Brief Survey Chao Yu Xuejing Zheng H. Zhuo OffRL LRM 55 7 0 24 Apr 2023
Reward Machines: Exploiting Reward Function Structure in Reinforcement Learning Rodrigo Toro Icarte Toryn Q. Klassen Richard Valenzano Sheila A. McIlraith OffRL 49 216 0 06 Oct 2020
Reinforcement Learning with Non-Markovian Rewards Maor Gaon Ronen I. Brafman OffRL 46 76 0 05 Dec 2019
Induction of Subgoal Automata for Reinforcement Learning Daniel Furelos-Blanco Mark Law A. Russo Krysia Broda Anders Jonsson 48 33 0 29 Nov 2019