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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

Showing 125 of 261 papers

TitleStatusHype
SAM2Long: Enhancing SAM 2 for Long Video Segmentation with a Training-Free Memory TreeCode4
ChemReasoner: Heuristic Search over a Large Language Model's Knowledge Space using Quantum-Chemical FeedbackCode2
Domain-Independent Dynamic ProgrammingCode2
LLM-A*: Large Language Model Enhanced Incremental Heuristic Search on Path PlanningCode2
SQL-o1: A Self-Reward Heuristic Dynamic Search Method for Text-to-SQLCode2
Quantune: Post-training Quantization of Convolutional Neural Networks using Extreme Gradient Boosting for Fast DeploymentCode1
Optimal Decision Making Under Strategic BehaviorCode1
RetroBridge: Modeling Retrosynthesis with Markov BridgesCode1
HSEvo: Elevating Automatic Heuristic Design with Diversity-Driven Harmony Search and Genetic Algorithm Using LLMsCode1
GAN Path Finder: Preliminary resultsCode1
Learn to Follow: Decentralized Lifelong Multi-agent Pathfinding via Planning and LearningCode1
KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree SearchCode1
POGEMA: A Benchmark Platform for Cooperative Multi-Agent PathfindingCode1
Policy-Guided Heuristic Search with GuaranteesCode1
DAGER: Exact Gradient Inversion for Large Language ModelsCode1
Bayesian Optimization over Permutation SpacesCode1
AMRA*: Anytime Multi-Resolution Multi-Heuristic A*Code1
CylinderTag: An Accurate and Flexible Marker for Cylinder-Shape Objects Pose Estimation Based on Projective InvariantsCode1
BlockPruner: Fine-grained Pruning for Large Language ModelsCode1
Flipping the switch on local exploration: Genetic Algorithms with ReversalsCode1
Generic and Robust Root Cause Localization for Multi-Dimensional Data in Online Service SystemsCode1
Heuristic Domain AdaptationCode1
Aerial View Localization with Reinforcement Learning: Towards Emulating Search-and-RescueCode1
Learning Heuristic Search via ImitationCode1
Deep Generative Symbolic RegressionCode1
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