2 papers
cs.AI2020
On Initializing Airline Crew Pairing Optimization for Large-scale Complex Flight Networks
Divyam Aggarwal, Dhish Kumar Saxena, Thomas Bäck +1
Crew pairing optimization (CPO) is critically important for any airline, since its crew operating costs are second-largest, next to the fuel-cost. CPO aims at generating a set of f…
cs.LG2020
Analysis of Hyper-Parameters for Small Games: Iterations or Epochs in Self-Play?
Hui Wang, Michael Emmerich, Mike Preuss +1
The landmark achievements of AlphaGo Zero have created great research interest into self-play in reinforcement learning. In self-play, Monte Carlo Tree Search is used to train a de…