constraint optimization

46 papers

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Also known as

DCOP CO COP

Co-occurring keywords

constraint satisfaction (293) combinatorial optimization (1039) distributed constraint optimization (17) branch and bound (119) message passing (578) safe reinforcement learning (119) graphical model (863) belief propagation (177) nogood generation (2) large language model (12755)

Papers

Beyond Pairwise: Global Zero-shot Temporal Graph Generation EMNLP 2025

ConstraintLLM: A Neuro-Symbolic Framework for Industrial-Level Constraint Programming EMNLP 2025

Theoretical and Empirical Analysis of Cost-Function Merging for Implicit Hitting Set WCSP Solving AAAI 2024

P2BPO: Permeable Penalty Barrier-Based Policy Optimization for Safe RL AAAI 2024

Faithful Logical Reasoning via Symbolic Chain-of-Thought ACL 2024

Improving Deep Learning Optimization through Constrained Parameter Regularization NIPS 2024

E2E-AT: A Unified Framework for Tackling Uncertainty in Task-Aware End-to-End Learning AAAI 2024

Safety Gymnasium: A Unified Safe Reinforcement Learning Benchmark NIPS 2023

NuWLS: Improving Local Search for (Weighted) Partial MaxSAT by New Weighting Techniques AAAI 2023

Finding Good Partial Assignments during Restart-Based Branch and Bound Search AAAI 2023

Neural Fields with Hard Constraints of Arbitrary Differential Order NIPS 2023

Constraint Optimization over Semirings AAAI 2023

Neural Capacitated Clustering IJCAI 2023

Separate but Equal: Equality in Belief Propagation for Single Cycle Graphs AAAI 2023

Deep Attentive Belief Propagation: Integrating Reasoning and Learning for Solving Constraint Optimization Problems NIPS 2022

Constraint-based graph network simulator ICML 2022

Stay Positive: Non-Negative Image Synthesis for Augmented Reality CVPR 2021

Knowledge Refactoring for Inductive Program Synthesis AAAI 2021

Towards More Practical and Efficient Automatic Dominance Breaking AAAI 2021

Automatic Generation of Flexible Plans via Diverse Temporal Planning AAAI 2021

HS-CAI: A Hybrid DCOP Algorithm via Combining Search with Context-Based Inference AAAI 2020

Automatic Dominance Breaking for a Class of Constraint Optimization Problems IJCAI 2020

Regularized Graph Matching for Correspondence Identification under Uncertainty in Collaborative Perception RSS 2020

Responsive Safety in Reinforcement Learning by PID Lagrangian Methods ICML 2020

Ddo, a Generic and Efficient Framework for MDD-Based Optimization IJCAI 2020