arXiv:1807.01672v2 [cs.LG] 6 JulRanked Reward: Enabling Self-Play Reinforcement Learning for Combinatorial Optimization Alexandre Laterre

Source URL: arxiv.org

• Mathematics
• Applied mathematics
• Statistical randomness
• Theoretical computer science
• Packing problems
• Dynamic programming
• Machine learning algorithms
• Machine learning
• Reinforcement learning
• Bin packing problem
• Artificial neural network
• Algorithm

APPROX 2012 and RANDOM 2012 15th Intl. Workshop on Approx. Algorithms for Combinatorial Optimization Problems - APPROX 2012 & 16th Intl. Workshop on Randomization and Computation - RANDOM 2012 http://cui.unige.ch/tcs/ran

Source URL: cui.unige.ch

⋆ Combinatorial Optimization (Oberwolfach, November 9–15, Discrete DC Programming by Discrete Convex Analysis —Use of Conjugacy— Kazuo Murota (U. Tokyo)

Source URL: www.comp.tmu.ac.jp

Research Summary∗ Chandra Nair Overview In my early research career I considered random versions of combinatorial optimization problems; my doctoral thesis [17] resolved a long-standing conjecture about the assignment

Source URL: chandra.ie.cuhk.edu.hk

In silico optimization of a guava antimicrobial peptide enables combinatorial exploration for peptide design

Source URL: cmdr.ubc.ca

APPROX 2014 and RANDOM 2014 17th Intl. Workshop on Approximation Algorithms for Combinatorial Optimization Problems - APPROX 2014 & 18th Intl. Workshop on Randomization and Computation - RANDOM 2014

Source URL: cui.unige.ch

Solution methods for SDP arising from combinatorial optimization problems Franz Rendl http://www.math.uni-klu.ac.at ¨ Klagenfurt

Source URL: www.ipco2008.deis.unibo.it

Combinatorial and Convex Optimization for Probabilistic Models in Computer Vision Pawan Kumar Mudigonda Thesis submitted in partial fulfillment of the requirements of the award of

Source URL: www.bmva.org

Matroid Bandits: Fast Combinatorial Optimization with Learning Branislav Kveton, Zheng Wen, Azin Ashkan, Hoda Eydgahi, and Brian Eriksson Technicolor Labs Los Altos, CA {branislav.kveton,zheng.wen,azin.ashkan,hoda.eydga

Source URL: www.bkveton.com

Clustering for set partitioning with a case study in ridesharing Cathy Wu, Ece Kamar, Eric Horvitz Abstract— By exploring alternative approaches to combinatorial optimization, we propose the first known formal connecti

Source URL: www.wucathy.com