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Heuristic Search

Heuristic Search is a problem-solving method that uses practical rules or "guides" (heuristics) to find solutions more quickly than exhaustive search, by focusing on the most promising paths first.

Papers

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Showing 1–50 of 261 papers

TitleStatusHype
SAM2Long: Enhancing SAM 2 for Long Video Segmentation with a Training-Free Memory TreeCode4
SQL-o1: A Self-Reward Heuristic Dynamic Search Method for Text-to-SQLCode2
LLM-A*: Large Language Model Enhanced Incremental Heuristic Search on Path PlanningCode2
ChemReasoner: Heuristic Search over a Large Language Model's Knowledge Space using Quantum-Chemical FeedbackCode2
Domain-Independent Dynamic ProgrammingCode2
KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree SearchCode1
HSEvo: Elevating Automatic Heuristic Design with Diversity-Driven Harmony Search and Genetic Algorithm Using LLMsCode1
Learning Discrete World Models for Heuristic SearchCode1
POGEMA: A Benchmark Platform for Cooperative Multi-Agent PathfindingCode1
BlockPruner: Fine-grained Pruning for Large Language ModelsCode1
DAGER: Exact Gradient Inversion for Large Language ModelsCode1
Deep Generative Symbolic RegressionCode1
CylinderTag: An Accurate and Flexible Marker for Cylinder-Shape Objects Pose Estimation Based on Projective InvariantsCode1
Learn to Follow: Decentralized Lifelong Multi-agent Pathfinding via Planning and LearningCode1
RetroBridge: Modeling Retrosynthesis with Markov BridgesCode1
Generic and Robust Root Cause Localization for Multi-Dimensional Data in Online Service SystemsCode1
TransPath: Learning Heuristics For Grid-Based Pathfinding via TransformersCode1
Aerial View Localization with Reinforcement Learning: Towards Emulating Search-and-RescueCode1
Quantune: Post-training Quantization of Convolutional Neural Networks using Extreme Gradient Boosting for Fast DeploymentCode1
Flipping the switch on local exploration: Genetic Algorithms with ReversalsCode1
Bayesian Optimization over Permutation SpacesCode1
AMRA*: Anytime Multi-Resolution Multi-Heuristic A*Code1
Policy-Guided Heuristic Search with GuaranteesCode1
Heuristic Domain AdaptationCode1
GAN Path Finder: Preliminary resultsCode1
Optimal Decision Making Under Strategic BehaviorCode1
Learning Heuristic Search via ImitationCode1
Optimising 4th-Order Runge-Kutta Methods: A Dynamic Heuristic Approach for Efficiency and Low Storage—0
NaviAgent: Bilevel Planning on Tool Dependency Graphs for Function Calling—0
Soft Reasoning: Navigating Solution Spaces in Large Language Models through Controlled Embedding Exploration—0
Movable-Element STARS-Assisted Near-Field Wideband Communications—0
Consistency-based Abductive Reasoning over Perceptual Errors of Multiple Pre-trained Models in Novel Environments—0
Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster—0
A Survey on Mathematical Reasoning and Optimization with Large Language ModelsCode0
Optimizing Minimum Vertex Cover Solving via a GCN-assisted Heuristic Algorithm—0
A Block-Based Heuristic Algorithm for the Three-Dimensional Nuclear Waste Packing Problem—0
Automatic Prompt Optimization via Heuristic Search: A Survey—0
Hardware Distortion Modeling for Panel Selection in Large Intelligent Surfaces—0
On Parallel External-Memory Bidirectional SearchCode0
LLM-Virus: Evolutionary Jailbreak Attack on Large Language ModelsCode0
MeshA*: Efficient Path Planing With Motion Primitives—0
Solving 7x7 Killall-Go with Seki Database—0
Deep Memory Search: A Metaheuristic Approach for Optimizing Heuristic Search—0
Efficient Reinforcement Learning with Large Language Model Priors—0
Windowed MAPF with Completeness Guarantees—0
LaMMA-P: Generalizable Multi-Agent Long-Horizon Task Allocation and Planning with LM-Driven PDDL Planner—0
Multi-objective Evolution of Heuristic Using Large Language Model—0
HTS-Attack: Heuristic Token Search for Jailbreaking Text-to-Image Models—0
FedMoE: Personalized Federated Learning via Heterogeneous Mixture of Experts—0
Pareto local search for a multi-objective demand response problem in residential areas with heat pumps and electric vehiclesCode0
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