Publications:

• Reinforcement Learning for Solving the Vehicle Routing Problem, with Afshin Oroojlooy, Martin Takac, and Lawrence Snyder, NeurIPS 2018. [pdf, bibtex, gitHub, video, poster]
• Reward Maximization in General Dynamic Matching System, with Alexander Stolyar, Queueing Systems, 2018. [pdf, bibtex, poster, presentation]

Working Papers:

• Online Reinforcement Learning with Applications in Customer Journey Optimization, with Afshin Oroojlooy, and Mustafa Kabul, NIPS Deep RL symposium, 2017. [pdf, bibtex, poster, presentation]
• A Deep Q-Network for the Beer Game, an Approach to Solve Inventory Optimization Problems, with Afshin Oroojlooy, Martin Takac, and Lawrence Snyder, NIPS Deep RL symposium, 2017. [pdf, bibtex, poster, presentation]