Research Areas
  1. Ruben Solozabal, Josu Ceberio, and Martin Takáč, "Constrained Combinatorial Optimization with Reinforcement Learning," arXiv:2006.11984, 2022
  2. Andoni I. Garmendia, Josu Ceberio, Alexander Mendiburu, "Neural Combinatorial Optimization: a New Player in the Field," arXiv:2205.01356, 2022
  3. Wouter Kool, Herke van Hoof, Max Welling, "Attention, Learn to Solve Routing Problems!," ICLR 2019
  4. Mohammadreza Nazari, Afshin Oroojlooy, Lawrence V. Snyder, and Martin Takáč, "Reinforcement Learning for Solving the Vehicle Routing Problem," NIPS 2018
  5. Irwan Bello, Hieu Pham, Quoc V. Le, Mohammad Norouzi, and Samy Bengio, "Neural Combinatorial Optimization with Reinforcement Learning," ICLR 2017
  6. Oriol Vinyals, Meire Fortunato, and Navdeep Jaitly, "Pointer networks," NIPS 2015
  1. Operations Research
    1. Operations Research with Reinforcement Learning
    2. 실습
      1. Knapsack Problem



Laboratory Partners