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Integration of Constraint Programming, Artificial Intelligence, and Operations Research
Learning Heuristics for the TSP by Policy Gradient
other
Author(s):
Michel Deudon
,
Pierre Cournut
,
Alexandre Lacoste
,
Yossiri Adulyasak
,
Louis-Martin Rousseau
Publication date
(Online):
June 08 2018
Publisher:
Springer International Publishing
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Simple Statistical Gradient-Following Algorithms for Connectionist Reinforcement Learning
Ronald Williams
(1992)
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Ask, Attend and Answer: Exploring Question-Guided Spatial Attention for Visual Question Answering
Huijuan Xu
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Kate Saenko
(2016)
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Video Captioning With Attention-Based LSTM and Semantic Consistency
Lianli Gao
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Zhao Guo
,
Hanwang Zhang
…
(2017)
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Book Chapter
Publication date (Print):
2018
Publication date (Online):
June 08 2018
Pages
: 170-181
DOI:
10.1007/978-3-319-93031-2_12
SO-VID:
e75e5b15-cc90-410d-a4c1-a878c9abccce
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Book chapters
pp. 1
Time-Bounded Query Generator for Constraint Acquisition
pp. 18
Propagating lex, find and replace with Dashed Strings
pp. 35
Designing Fair, Efficient, and Interpretable Policies for Prioritizing Homeless Youth for Housing Resources
pp. 52
An Efficient Relaxed Projection Method for Constrained Non-negative Matrix Factorization with Application to the Phase-Mapping Problem in Materials Science
pp. 63
Dealing with Demand Uncertainty in Service Network and Load Plan Design
pp. 72
Energy-Aware Production Scheduling with Power-Saving Modes
pp. 82
EpisodeSupport: A Global Constraint for Mining Frequent Patterns in a Long Sequence of Events
pp. 100
Off-Line and On-Line Optimization Under Uncertainty: A Case Study on Energy Management
pp. 117
Reasoning on Sequences in Constraint-Based Local Search Frameworks
pp. 135
Constraint Programming for High School Timetabling: A Scheduling-Based Model with Hot Starts
pp. 153
Epiphytic Trees: Relational Consistency Applied to Global Optimization Problems
pp. 170
Learning Heuristics for the TSP by Policy Gradient
pp. 182
Three-Dimensional Matching Instances Are Rich in Stable Matchings
pp. 198
From Backdoor Key to Backdoor Completability: Improving a Known Measure of Hardness for the Satisfiable CSP
pp. 215
Constrained-Based Differential Privacy: Releasing Optimal Power Flow Benchmarks Privately
pp. 232
Chasing First Queens by Integer Programming
pp. 245
Accelerating Counting-Based Search
pp. 254
Model Agnostic Solution of CSPs via Deep Learning: A Preliminary Study
pp. 263
Boosting Efficiency for Computing the Pareto Frontier on Tree Structured Networks
pp. 280
Bandits Help Simulated Annealing to Complete a Maximin Latin Hypercube Design
pp. 289
A Dynamic Discretization Discovery Algorithm for the Minimum Duration Time-Dependent Shortest Path Problem
pp. 298
Observations from Parallelising Three Maximum Common (Connected) Subgraph Algorithms
pp. 316
Horizontally Elastic Not-First/Not-Last Filtering Algorithm for Cumulative Resource Constraint
pp. 333
Soft-Regular with a Prefix-Size Violation Measure
pp. 344
Constraint and Mathematical Programming Models for Integrated Port Container Terminal Operations
pp. 361
Heuristic Variants of A$$^*$$ Search for 3D Flight Planning
pp. 377
Juniper: An Open-Source Nonlinear Branch-and-Bound Solver in Julia
pp. 387
Objective Landscapes for Constraint Programming
pp. 403
An Update on the Comparison of MIP, CP and Hybrid Approaches for Mixed Resource Allocation and Scheduling
pp. 412
Modelling and Solving the Senior Transportation Problem
pp. 429
Solver Independent Rotating Workforce Scheduling
pp. 446
Greedy Randomized Search for Scalable Compilation of Quantum Circuits
pp. 462
A Comparison of Optimization Methods for Multi-objective Constrained Bin Packing Problems
pp. 477
A $$O(n \log ^2 n)$$ Checker and $$O(n^2 \log n)$$ Filtering Algorithm for the Energetic Reasoning
pp. 495
The WeightedCircuitsLmax Constraint
pp. 512
A Local Search Framework for Compiling Relaxed Decision Diagrams
pp. 521
Symmetry Breaking Inequalities from the Schreier-Sims Table
pp. 530
Frequency-Based Multi-agent Patrolling Model and Its Area Partitioning Solution Method for Balanced Workload
pp. 546
Algorithms for Sparse k-Monotone Regression
pp. 557
Revisiting the Self-adaptive Large Neighborhood Search
pp. 567
A Warning Propagation-Based Linear-Time-and-Space Algorithm for the Minimum Vertex Cover Problem on Giant Graphs
pp. 585
Symbolic Bucket Elimination for Piecewise Continuous Constrained Optimization
pp. 595
Learning a Classification of Mixed-Integer Quadratic Programming Problems
pp. 605
Fleet Scheduling in Underground Mines Using Constraint Programming
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