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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 51–75 of 261 papers

TitleStatusHype
Action Selection for MDPs: Anytime AO* vs. UCT—0
COLIN: Planning with Continuous Linear Numeric Change—0
Combining Deep Learning and Qualitative Spatial Reasoning to Learn Complex Structures from Sparse Examples with Noise—0
A Polynomial Time Approximation Scheme for a Single Machine Scheduling Problem Using a Hybrid Evolutionary Algorithm—0
Compiler-Level Matrix Multiplication Optimization for Deep Learning—0
Computing Programs for Generalized Planning as Heuristic Search—0
Consistency-based Abductive Reasoning over Perceptual Errors of Multiple Pre-trained Models in Novel Environments—0
Consolidating LAMA with Best-First Width Search—0
Simulation-Assisted Optimization for Large-Scale Evacuation Planning with Congestion-Dependent Delays—0
Exponential-Binary State-Space Search—0
Beam Search: Faster and Monotonic—0
An Empirical Study on Learning and Improving the Search Objective for Unsupervised Paraphrasing—0
A Heuristic Search Algorithm Using the Stability of Learning Algorithms in Certain Scenarios as the Fitness Function: An Artificial General Intelligence Engineering Approach—0
Bayesian Decision Trees via Tractable Priors and Probabilistic Context-Free Grammars—0
An Efficient Incremental Simple Temporal Network Data Structure for Temporal Planning—0
A*+BFHS: A Hybrid Heuristic Search Algorithm—0
Efficient Reinforcement Learning with Large Language Model Priors—0
Avoiding and Escaping Depressions in Real-Time Heuristic Search—0
AutoCompress: An Automatic DNN Structured Pruning Framework for Ultra-High Compression Rates—0
An Efficient Genetic Algorithm for Discovering Diverse-Frequent Patterns—0
Distributed Mission Planning of Complex Tasks for Heterogeneous Multi-Robot Teams—0
Automatic Prompt Optimization via Heuristic Search: A Survey—0
A Heuristic Search Algorithm for Solving First-Order MDPs—0
Automatic Generation of Atomic Consistency Preserving Search Operators for Search-Based Model Engineering—0
Direct Policy Gradients: Direct Optimization of Policies in Discrete Action Spaces—0
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