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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
Domain-Independent Dynamic ProgrammingCode2
ChemReasoner: Heuristic Search over a Large Language Model's Knowledge Space using Quantum-Chemical FeedbackCode2
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
POGEMA: A Benchmark Platform for Cooperative Multi-Agent PathfindingCode1
CylinderTag: An Accurate and Flexible Marker for Cylinder-Shape Objects Pose Estimation Based on Projective InvariantsCode1
Policy-Guided Heuristic Search with GuaranteesCode1
Bayesian Optimization over Permutation SpacesCode1
Generic and Robust Root Cause Localization for Multi-Dimensional Data in Online Service SystemsCode1
HSEvo: Elevating Automatic Heuristic Design with Diversity-Driven Harmony Search and Genetic Algorithm Using LLMsCode1
Learning Discrete World Models for Heuristic SearchCode1
Learn to Follow: Decentralized Lifelong Multi-agent Pathfinding via Planning and LearningCode1
Flipping the switch on local exploration: Genetic Algorithms with ReversalsCode1
DAGER: Exact Gradient Inversion for Large Language ModelsCode1
KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree SearchCode1
Quantune: Post-training Quantization of Convolutional Neural Networks using Extreme Gradient Boosting for Fast DeploymentCode1
TransPath: Learning Heuristics For Grid-Based Pathfinding via TransformersCode1
AMRA*: Anytime Multi-Resolution Multi-Heuristic A*Code1
BlockPruner: Fine-grained Pruning for Large Language ModelsCode1
GAN Path Finder: Preliminary resultsCode1
Aerial View Localization with Reinforcement Learning: Towards Emulating Search-and-RescueCode1
Optimal Decision Making Under Strategic BehaviorCode1
Deep Generative Symbolic RegressionCode1
RetroBridge: Modeling Retrosynthesis with Markov BridgesCode1
Learning Heuristic Search via ImitationCode1
Heuristic Domain AdaptationCode1
ASNets: Deep Learning for Generalised PlanningCode0
A More General Theory of Diagnosis from First PrinciplesCode0
LLM-Virus: Evolutionary Jailbreak Attack on Large Language ModelsCode0
ARMS: Automated rules management system for fraud detectionCode0
MASAI: Multi-agent Summative Assessment Improvement for Unsupervised Environment DesignCode0
Learning Heuristic Selection with Dynamic Algorithm ConfigurationCode0
A Novel Point-based Algorithm for Multi-agent Control Using the Common Information ApproachCode0
Hybrid Planning for Dynamic Multimodal Stochastic Shortest PathsCode0
Learning Loop Invariants for Program VerificationCode0
On Parallel External-Memory Bidirectional SearchCode0
Front-to-End Bidirectional Heuristic Search with Near-Optimal Node ExpansionsCode0
An Energy-Aware Approach to Design Self-Adaptive AI-based Applications on the EdgeCode0
Generalized Planning as Heuristic Search: A new planning search-space that leverages pointers over objectsCode0
Factored World Models for Zero-Shot Generalization in Robotic ManipulationCode0
BeamAttack: Generating High-quality Textual Adversarial Examples through Beam Search and Mixed Semantic SpacesCode0
Fanoos: Multi-Resolution, Multi-Strength, Interactive Explanations for Learned SystemsCode0
Finding Optimal Diverse Feature Sets with Alternative Feature SelectionCode0
Evolving Deep Convolutional Neural Networks for Image ClassificationCode0
Fast threshold optimization for multi-label audio tagging using Surrogate gradient learningCode0
DeepType: Multilingual Entity Linking by Neural Type System EvolutionCode0
Deliberative and Conceptual Inference in Service RobotsCode0
Crafting a Pogo Stick in Minecraft with Heuristic Search (Extended Abstract)Code0
Discovering Reliable Correlations in Categorical DataCode0
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