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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 101–125 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
Quantune: Post-training Quantization of Convolutional Neural Networks using Extreme Gradient Boosting for Fast DeploymentCode1
Factored World Models for Zero-Shot Generalization in Robotic ManipulationCode0
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
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