Reinforcement Learning with Knowledge Representation and Reasoning: A Brief Survey

Reinforcement Learning with Knowledge Representation and Reasoning: A Brief Survey

24 April 2023

Chao Yu

Papers citing "Reinforcement Learning with Knowledge Representation and Reasoning: A Brief Survey"

10 / 10 papers shown

Title
Learning with Expert Abstractions for Efficient Multi-Task Continuous Control Jeff Jewett Sandhya Saisubramanian OffRL 41 0 0 19 Mar 2025
SALSA-RL: Stability Analysis in the Latent Space of Actions for Reinforcement Learning Xuyang Li Romit Maulik 32 0 0 24 Feb 2025
Sample Efficient Reinforcement Learning by Automatically Learning to Compose Subtasks Shuai Han Mehdi Dastani Shihan Wang OffRL 32 1 0 25 Jan 2024
Symbolic Imitation Learning: From Black-Box to Explainable Driving Policies Shengze Jin Saber Fallah 15 1 0 27 Sep 2023
Towards Safe Autonomous Driving Policies using a Neuro-Symbolic Deep Reinforcement Learning Approach Iman Sharifi M. Yildirim Saber Fallah 18 5 0 03 Jul 2023
A Review of Symbolic, Subsymbolic and Hybrid Methods for Sequential Decision Making Carlos Núnez-Molina Pablo Mesejo Juan Fernández-Olivares 18 3 0 20 Apr 2023
Decentralized Graph-Based Multi-Agent Reinforcement Learning Using Reward Machines Jueming Hu Zhe Xu Weichang Wang Guannan Qu Yutian Pang Yongming Liu 26 12 0 30 Sep 2021
LTL2Action: Generalizing LTL Instructions for Multi-Task RL Pashootan Vaezipoor Andrew C. Li Rodrigo Toro Icarte Sheila A. McIlraith OffRL AI4CE 31 72 0 13 Feb 2021
Multi-Agent Reinforcement Learning with Temporal Logic Specifications Lewis Hammond Alessandro Abate Julian Gutierrez Michael Wooldridge AI4CE 29 29 0 01 Feb 2021
Induction of Subgoal Automata for Reinforcement Learning Daniel Furelos-Blanco Mark Law A. Russo Krysia Broda Anders Jonsson 26 31 0 29 Nov 2019