:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Author:	Chen, Dillon Z.
Format:	Preprint
Published:	2024
Subjects:	Artificial Intelligence
Online Access:	https://arxiv.org/abs/2411.00577
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Relational GNNs Cannot Learn $C_2$ Features for Planning
by: Chen, Dillon Z.
Published: (2025)

Weisfeiler-Leman Features for Planning: A 1,000,000 Sample Size Hyperparameter Study
by: Chen, Dillon Z.
Published: (2025)

Symmetry-Invariant Novelty Heuristics via Unsupervised Weisfeiler-Leman Features
by: Chen, Dillon Z.
Published: (2025)

Graph Learning for Numeric Planning
by: Chen, Dillon Z., et al.
Published: (2024)

Learning Bilevel Policies over Symbolic World Models for Long-Horizon Planning
by: Chen, Dillon Z., et al.
Published: (2026)

Novelty Heuristics, Multi-Queue Search, and Portfolios for Numeric Planning
by: Chen, Dillon Z., et al.
Published: (2024)

Deep Learning for Generalised Planning with Background Knowledge
by: Chen, Dillon Z., et al.
Published: (2024)

Learning Domain-Independent Heuristics for Grounded and Lifted Planning
by: Chen, Dillon Z., et al.
Published: (2023)

Graph Learning for Planning: The Story Thus Far and Open Challenges
by: Chen, Dillon Z., et al.
Published: (2024)

AI Planning: A Primer and Survey (Preliminary Report)
by: Chen, Dillon Z., et al.
Published: (2024)

Language Models For Generalised PDDL Planning: Synthesising Sound and Programmatic Policies
by: Chen, Dillon Z., et al.
Published: (2025)

Heuristic Search for Multi-Objective Probabilistic Planning
by: Chen, Dillon, et al.
Published: (2023)

Satisficing and Optimal Generalised Planning via Goal Regression (Extended Version)
by: Chen, Dillon Z., et al.
Published: (2025)

RESOLVE: Relational Reasoning with Symbolic and Object-Level Features Using Vector Symbolic Processing
by: Mejri, Mohamed, et al.
Published: (2024)

Return to Tradition: Learning Reliable Heuristics with Classical Machine Learning
by: Chen, Dillon Z., et al.
Published: (2024)

Symbolic Numeric Planning with Patterns
by: Cardellini, Matteo, et al.
Published: (2023)

Planning in the Dark: LLM-Symbolic Planning Pipeline without Experts
by: Huang, Sukai, et al.
Published: (2024)

Code-as-Symbolic-Planner: Foundation Model-Based Robot Planning via Symbolic Code Generation
by: Chen, Yongchao, et al.
Published: (2025)

Learning Type-Generalized Actions for Symbolic Planning
by: Tanneberg, Daniel, et al.
Published: (2023)

Hybrid Diffusion for Simultaneous Symbolic and Continuous Planning
by: Høeg, Sigmund Hennum, et al.
Published: (2025)

ViPlan: A Benchmark for Visual Planning with Symbolic Predicates and Vision-Language Models
by: Merler, Matteo, et al.
Published: (2025)

A Neuro-Symbolic Framework for Reasoning under Perceptual Uncertainty: Bridging Continuous Perception and Discrete Symbolic Planning
by: Wu, Jiahao, et al.
Published: (2025)

LLM-Evolved Domain-Independent Heuristics for Symbolic AI Planning
by: Gestrin, Elliot, et al.
Published: (2026)

ChatHTN: Interleaving Approximate (LLM) and Symbolic HTN Planning
by: Munoz-Avila, Hector, et al.
Published: (2025)

Symbolic Pattern Temporal Numeric Planning with Intermediate Conditions and Effects
by: Cardellini, Matteo, et al.
Published: (2026)

Operator Feature Neural Network for Symbolic Regression
by: Deng, Yusong, et al.
Published: (2024)

Teaching LLMs to Plan: Logical Chain-of-Thought Instruction Tuning for Symbolic Planning
by: Verma, Pulkit, et al.
Published: (2025)

Learning from Less: Guiding Deep Reinforcement Learning with Differentiable Symbolic Planning
by: Ye, Zihan, et al.
Published: (2025)

A Neuro-Symbolic Framework for Sequence Classification with Relational and Temporal Knowledge
by: Lorello, Luca Salvatore, et al.
Published: (2025)

NEXUS: Continual Learning of Symbolic Constraints for Safe and Robust Embodied Planning
by: Cui, Tiehan, et al.
Published: (2026)

LOOP: A Plug-and-Play Neuro-Symbolic Framework for Enhancing Planning in Autonomous Systems
by: Virwani, Ronit, et al.
Published: (2025)

Neuro-Symbolic Skill Discovery for Conditional Multi-Level Planning
by: Aktas, Hakan, et al.
Published: (2024)

Learning for Long-Horizon Planning via Neuro-Symbolic Abductive Imitation
by: Shao, Jie-Jing, et al.
Published: (2024)

BioProAgent: Neuro-Symbolic Grounding for Constrained Scientific Planning
by: Liu, Yuyang, et al.
Published: (2026)

Capturing Pertinent Symbolic Features for Enhanced Content-Based Misinformation Detection
by: Merenda, Flavio, et al.
Published: (2024)

Exploiting Symbolic Heuristics for the Synthesis of Domain-Specific Temporal Planning Guidance using Reinforcement Learning
by: Brugnara, Irene, et al.
Published: (2025)

NeSy-Route: A Neuro-Symbolic Benchmark for Constrained Route Planning in Remote Sensing
by: Yang, Ming, et al.
Published: (2026)

Towards Reliable Code-as-Policies: A Neuro-Symbolic Framework for Embodied Task Planning
by: Ahn, Sanghyun, et al.
Published: (2025)

Interleaving Scheduling and Motion Planning with Incremental Learning of Symbolic Space-Time Motion Abstractions
by: Tosello, Elisa, et al.
Published: (2026)

SPIRAL: Symbolic LLM Planning via Grounded and Reflective Search
by: Zhang, Yifan, et al.
Published: (2025)