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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
Domain-Independent Dynamic ProgrammingCode2
ChemReasoner: Heuristic Search over a Large Language Model's Knowledge Space using Quantum-Chemical FeedbackCode2
LLM-A*: Large Language Model Enhanced Incremental Heuristic Search on Path PlanningCode2
GAN Path Finder: Preliminary resultsCode1
Policy-Guided Heuristic Search with GuaranteesCode1
Generic and Robust Root Cause Localization for Multi-Dimensional Data in Online Service SystemsCode1
BlockPruner: Fine-grained Pruning for Large Language ModelsCode1
Optimal Decision Making Under Strategic BehaviorCode1
POGEMA: A Benchmark Platform for Cooperative Multi-Agent PathfindingCode1
HSEvo: Elevating Automatic Heuristic Design with Diversity-Driven Harmony Search and Genetic Algorithm Using LLMsCode1
Deep Generative Symbolic RegressionCode1
RetroBridge: Modeling Retrosynthesis with Markov BridgesCode1
Heuristic Domain AdaptationCode1
Learning Heuristic Search via ImitationCode1
DAGER: Exact Gradient Inversion for Large Language ModelsCode1
Learning Discrete World Models for Heuristic SearchCode1
Bayesian Optimization over Permutation SpacesCode1
Quantune: Post-training Quantization of Convolutional Neural Networks using Extreme Gradient Boosting for Fast DeploymentCode1
TransPath: Learning Heuristics For Grid-Based Pathfinding via TransformersCode1
Aerial View Localization with Reinforcement Learning: Towards Emulating Search-and-RescueCode1
AMRA*: Anytime Multi-Resolution Multi-Heuristic A*Code1
CylinderTag: An Accurate and Flexible Marker for Cylinder-Shape Objects Pose Estimation Based on Projective InvariantsCode1
Flipping the switch on local exploration: Genetic Algorithms with ReversalsCode1
KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree SearchCode1
Learn to Follow: Decentralized Lifelong Multi-agent Pathfinding via Planning and LearningCode1
A Formal Characterization of the Local Search Topology of the Gap Heuristic—0
Simulation-Assisted Optimization for Large-Scale Evacuation Planning with Congestion-Dependent Delays—0
Computing Programs for Generalized Planning as Heuristic Search—0
A Meta-Heuristic Search Algorithm based on Infrasonic Mating Displays in Peafowls—0
Approximating Permutations with Neural Network Components for Travelling Photographer Problem—0
Abstract Interpretation for Generalized Heuristic Search in Model-Based Planning—0
Consistency-based Abductive Reasoning over Perceptual Errors of Multiple Pre-trained Models in Novel Environments—0
A Polynomial Time Approximation Scheme for a Single Machine Scheduling Problem Using a Hybrid Evolutionary Algorithm—0
A One-Class Support Vector Machine Calibration Method for Time Series Change Point Detection—0
AlphaMapleSAT: An MCTS-based Cube-and-Conquer SAT Solver for Hard Combinatorial Problems—0
A Novel Sleep Stage Classification Using CNN Generated by an Efficient Neural Architecture Search with a New Data Processing Trick—0
Can Large Language Models Play Games? A Case Study of A Self-Play Approach—0
A Hybrid Evolutionary Algorithm Framework for Optimising Power Take Off and Placements of Wave Energy Converters—0
Compiler-Level Matrix Multiplication Optimization for Deep Learning—0
Consolidating LAMA with Best-First Width Search—0
Buffer-aware Wireless Scheduling based on Deep Reinforcement Learning—0
A Neural Architecture Search based Framework for Liquid State Machine Design—0
Bi-directional Shape Correspondences (BSC): A Novel Technique for 2-d Shape Warping in Quadratic Time?—0
Best-First Heuristic Search for Multicore Machines—0
A Heuristic Search Approach to Planning with Continuous Resources in Stochastic Domains—0
Cascading A*: a Parallel Approach to Approximate Heuristic Search—0
Case-Based Subgoaling in Real-Time Heuristic Search for Video Game Pathfinding—0
Action Selection for MDPs: Anytime AO* vs. UCT—0
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