A technical talk on reinforcement learning for inventory control.
A technical talk on a prototype for recommending treatments to patients suffering from treatment-resistant depression.
A technical talk on a prototype for recommending treatments to patients suffering from treatment-resistant depression.
A technical talk on reinforcement learning for inventory control.
A technical talk on a the use of machine learning to derive a new branching strategy for the open shop scheduling problem.
A technical talk on the new paradigm of atari-fying operations research problems.
We consider the problem of an operator controlling a fleet of electric vehicles for use in a ridehailing service. The operator, seeking to maximize profit, must assign vehicles to requests as they arise as well as recharge and reposition vehicles in …
We present a new general approach to modeling research problems as Atari-like videogames to make them amenable to recent groundbreaking solution methods from the deep reinforcement learning community. The approach is flexible, applicable to a wide …