Neurosymbolic Reinforcement Learning and Planning: A Survey

Neurosymbolic Reinforcement Learning and Planning: A Survey

2 September 2023

Alvaro Velasquez

Papers citing "Neurosymbolic Reinforcement Learning and Planning: A Survey"

19 / 19 papers shown

Title
Meta-Thinking in LLMs via Multi-Agent Reinforcement Learning: A Survey Ahsan Bilal Muhammad Ahmed Mohsin Muhammad Umer Muhammad Awais Khan Bangash Muhammad Ali Jamshed LLMAG LRM AI4CE 47 0 0 20 Apr 2025
Neuro-Symbolic Imitation Learning: Discovering Symbolic Abstractions for Skill Learning Leon Keller Daniel Tanneberg Jan Peters 49 0 0 27 Mar 2025
Perspective-Shifted Neuro-Symbolic World Models: A Framework for Socially-Aware Robot Navigation Kevin Alcedo Pedro U. Lima Rachid Alami 62 0 0 26 Mar 2025
Curiosity-Driven Imagination: Discovering Plan Operators and Learning Associated Policies for Open-World Adaptation Pierrick Lorang Hong Lu Matthias Scheutz 41 0 0 06 Mar 2025
MARS: A neurosymbolic approach for interpretable drug discovery L. Delong Yojana Gadiya Paola Galdi Jacques D. Fleuriot Daniel Domingo-Fernández 28 2 0 02 Oct 2024
Neuro-Symbolic AI for Military Applications D. Hagos D. Rawat NAI 33 4 0 17 Aug 2024
On the use of neurosymbolic AI for defending against cyber attacks G. Grov Jonas Halvorsen Magnus Wiik Eckhoff Bjørn Jervell Hansen Martin Eian Vasileios Mavroeidis AAML NAI 25 0 0 09 Aug 2024
A Survey on Symbolic Knowledge Distillation of Large Language Models Kamal Acharya Alvaro Velasquez H. Song SyDa 29 4 0 12 Jul 2024
RLSF: Reinforcement Learning via Symbolic Feedback Piyush Jha Prithwish Jana Arnav Arora Vijay Ganesh LRM 36 3 0 26 May 2024
A Survey on Verification and Validation, Testing and Evaluations of Neurosymbolic Artificial Intelligence Justus Renkhoff Ke-ke Feng Marc Meier-Doernberg Alvaro Velasquez Houbing Herbert Song 19 8 0 06 Jan 2024
A Review of Symbolic, Subsymbolic and Hybrid Methods for Sequential Decision Making Carlos Núnez-Molina Pablo Mesejo Juan Fernández-Olivares 26 3 0 20 Apr 2023
A Survey on Causal Reinforcement Learning Yan Zeng Ruichu Cai Fuchun Sun Libo Huang Z. Hao CML 26 25 0 10 Feb 2023
Towards Data-and Knowledge-Driven Artificial Intelligence: A Survey on Neuro-Symbolic Computing Wenguan Wang Yi Yang Fei Wu NAI 32 16 0 28 Oct 2022
Reinforcement Learning for Ridesharing: An Extended Survey Zhiwei Qin Hongtu Zhu Jieping Ye 32 83 0 03 May 2021
Reinforcement Learning for IoT Security: A Comprehensive Survey Aashma Uprety D. Rawat AAML 30 121 0 14 Feb 2021
Neurosymbolic AI: The 3rd Wave Artur Garcez Luís C. Lamb NAI 57 287 0 10 Dec 2020
A Survey on Knowledge Graphs: Representation, Acquisition and Applications Shaoxiong Ji Shirui Pan Erik Cambria Pekka Marttinen Philip S. Yu 169 1,877 0 02 Feb 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
On the Origin of Deep Learning Haohan Wang Bhiksha Raj MedIm 3DV VLM 40 221 0 24 Feb 2017