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Problem Decomposition

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Showing 26–50 of 54 papers

TitleStatusHype
Adaptive-Solver Framework for Dynamic Strategy Selection in Large Language Model ReasoningCode0
LLM Guided Inductive Inference for Solving Compositional Problems—0
Data-driven Topology and Parameter Identification in Distribution Systems with limited Measurements—0
Fast Matrix Multiplication Without Tears: A Constraint Programming ApproachCode0
Rolling Horizon based Temporal Decomposition for the Offline Pickup and Delivery Problem with Time WindowsCode0
Comparison of Model-Free and Model-Based Learning-Informed Planning for PointGoal NavigationCode0
Distilling Reasoning Capabilities into Smaller Language ModelsCode0
Hybridization of evolutionary algorithm and deep reinforcement learning for multi-objective orienteering optimization—0
Incremental Recursive Ranking Grouping for Large Scale Global Optimization—0
Distributed Optimization in Distribution Systems with Grid-Forming and Grid-Supporting Inverters—0
Dynamic Diagnosis of the Progress and Shortcomings of Student Learning using Machine Learning based on Cognitive, Social, and Emotional Features—0
Physics-Guided Problem Decomposition for Scaling Deep Learning of High-dimensional Eigen-Solvers: The Case of Schrödinger's Equation—0
The 6-Ds of Creating AI-Enabled Systems—0
Learning Reward Machines: A Study in Partially Observable Reinforcement Learning—0
DiBB: Distributing Black-Box Optimization—0
A Surrogate-Assisted Variable Grouping Algorithm for General Large Scale Global Optimization Problems—0
Fast reinforcement learning with generalized policy updatesCode0
A Survey of Algorithms for Black-Box Safety Validation of Cyber-Physical Systems—0
Divide-and-Conquer Large Scale Capacitated Arc Routing Problems with Route Cutting Off Decomposition—0
Learning Reward Machines for Partially Observable Reinforcement LearningCode0
Decentralized Task Allocation in Multi-Robot Systems via Bipartite Graph Matching Augmented with Fuzzy Clustering—0
Decomposition Methods with Deep Corrections for Reinforcement LearningCode0
Deep Reinforcement Learning for Dexterous Manipulation with Concept Networks—0
Meta-Optimizing Semantic Evolutionary SearchCode0
Recursive Decomposition for Nonconvex Optimization—0
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