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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 101–150 of 261 papers

TitleStatusHype
Syntax Controlled Knowledge Graph-to-Text Generation with Order and Semantic ConsistencyCode0
Representation and Synthesis of C++ Programs for Generalized PlanningCode0
Dense Crowd Flow-Informed Path Planning—0
Computing Programs for Generalized Planning as Heuristic Search—0
Scaling-up Generalized Planning as Heuristic Search with Landmarks—0
Approximating Permutations with Neural Network Components for Travelling Photographer Problem—0
Beam Search: Faster and Monotonic—0
Digital Twin Virtualization with Machine Learning for IoT and Beyond 5G Networks: Research Directions for Security and Optimal Control—0
Symbolic Search for Optimal Planning with Expressive Extensions—0
An Empirical Study on Learning and Improving the Search Objective for Unsupervised Paraphrasing—0
Representation, learning, and planning algorithms for geometric task and motion planning—0
Factored World Models for Zero-Shot Generalization in Robotic ManipulationCode0
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
Heuristic Search for Rank Aggregation with Application to Label Ranking—0
Unlocking the Secrets of Software Configuration Landscapes-Ruggedness, Accessibility, Escapability, and Transferability—0
Heuristic Search Planning with Deep Neural Networks using Imitation, Attention and Curriculum Learning—0
Bayesian Optimization over Permutation SpacesCode1
DPLL(MAPF): an Integration of Multi-Agent Path Finding and SAT Solving Technologies—0
A Novel Sleep Stage Classification Using CNN Generated by an Efficient Neural Architecture Search with a New Data Processing Trick—0
HSVI for zs-POSGs using Concavity, Convexity and Lipschitz Properties—0
Ecological landscapes guide the assembly of optimal microbial communities—0
AMRA*: Anytime Multi-Resolution Multi-Heuristic A*Code1
Distributed Mission Planning of Complex Tasks for Heterogeneous Multi-Robot Teams—0
Searching for More Efficient Dynamic Programs—0
Voxel selection framework based on meta-heuristic search and mutual information for brain decoding—0
A Meta-Heuristic Search Algorithm based on Infrasonic Mating Displays in Peafowls—0
MASAI: Multi-agent Summative Assessment Improvement for Unsupervised Environment DesignCode0
Similarity Downselection: A Python implementation of a heuristic search algorithm for finding the set of the n most dissimilar items with an application in conformer samplingCode0
Generalized Planning as Heuristic Search—0
Parallel Model Exploration for Tumor Treatment SimulationsCode0
Similarity-Based Equational Inference in PhysicsCode0
A*+BFHS: A Hybrid Heuristic Search Algorithm—0
Policy-Guided Heuristic Search with GuaranteesCode1
S^*: A Heuristic Information-Based Approximation Framework for Multi-Goal Path FindingCode0
Fast threshold optimization for multi-label audio tagging using Surrogate gradient learningCode0
Experience-Based Heuristic Search: Robust Motion Planning with Deep Q-Learning—0
Towards Optimally Efficient Search with Deep Learning for Large-Scale MIMO SystemsCode0
Universal Policies for Software-Defined MDPs—0
Deliberative and Conceptual Inference in Service RobotsCode0
Heuristic Domain AdaptationCode1
RBF-HS: Recursive Best-First Hitting Set Search—0
Goal-directed Generation of Discrete Structures with Conditional Generative Models—0
Graph-based Heuristic Search for Module Selection Procedure in Neural Module Network—0
ChemoVerse: Manifold traversal of latent spaces for novel molecule discovery—0
Multi-Goal Multi-Agent Path Finding via Decoupled and Integrated Goal Vertex Ordering—0
Analysis of English free association network reveals mechanisms of efficient solution of Remote Association Tests—0
Optimistic variants of single-objective bilevel optimization for evolutionary algorithmsCode0
Few-shots Parallel Algorithm Portfolio Construction via Co-evolution—0
On Bellman's Optimality Principle for zs-POSGs—0
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