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| Physics-Guided Problem Decomposition for Scaling Deep Learning of High-dimensional Eigen-Solvers: The Case of Schrödinger's Equation | Feb 12, 2022 | Mixture-of-ExpertsProblem Decomposition | —Unverified | 0 |
| Recursive Decomposition for Nonconvex Optimization | Nov 8, 2016 | Combinatorial Optimizationgraph partitioning | —Unverified | 0 |
| Stackelberg Game Based Performance Optimization in Digital Twin Assisted Federated Learning over NOMA Networks | Jan 3, 2025 | Federated LearningProblem Decomposition | —Unverified | 0 |
| The 6-Ds of Creating AI-Enabled Systems | Feb 4, 2022 | NavigateProblem Decomposition | —Unverified | 0 |
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| Training Large Language Models to Reason via EM Policy Gradient | Apr 24, 2025 | GSM8KMath | —Unverified | 0 |
| Utilizing ChatGPT in a Data Structures and Algorithms Course: A Teaching Assistant's Perspective | Oct 11, 2024 | Problem Decomposition | —Unverified | 0 |
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| LLM Guided Inductive Inference for Solving Compositional Problems | Sep 20, 2023 | Problem DecompositionQuestion Answering | —Unverified | 0 |
| MAPP: a Scalable Multi-Agent Path Planning Algorithm with Tractability and Completeness Guarantees | Jan 16, 2014 | AllProblem Decomposition | —Unverified | 0 |
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| Learning Reward Machines for Partially Observable Reinforcement Learning | Dec 1, 2019 | Partially Observable Reinforcement LearningProblem Decomposition | CodeCode Available | 0 |
| Adaptive-Solver Framework for Dynamic Strategy Selection in Large Language Model Reasoning | Oct 1, 2023 | Computational EfficiencyLanguage Modeling | CodeCode Available | 0 |
| Rolling Horizon based Temporal Decomposition for the Offline Pickup and Delivery Problem with Time Windows | Mar 6, 2023 | Combinatorial OptimizationProblem Decomposition | CodeCode Available | 0 |
| Fast reinforcement learning with generalized policy updates | Jul 9, 2020 | Decision MakingProblem Decomposition | CodeCode Available | 0 |
| Fast Matrix Multiplication Without Tears: A Constraint Programming Approach | Jun 1, 2023 | Deep Reinforcement LearningProblem Decomposition | CodeCode Available | 0 |
| Meta-Optimizing Semantic Evolutionary Search | Jul 11, 2017 | Problem Decomposition | CodeCode Available | 0 |
| Comparison of Model-Free and Model-Based Learning-Informed Planning for PointGoal Navigation | Dec 17, 2022 | Deep Reinforcement Learningmodel | CodeCode Available | 0 |