Research Focus
Sequential decision making, reinforcement learning, simulation, and stochastic optimization.
View related work →Joseph A. Walton
PhD researcher in Operations Research, reinforcement learning, and simulation-based decision making.
I develop theory, computational tools, and simulation environments for sequential decisions under uncertainty, with applications in queueing, service systems, machine reliability, and operations planning.
Overview
Research, applied work, and current thinking
Selected Work
Policy-gradient reinforcement learning for dynamic service control in an M/M/1 queue.
View related work →Recent Project
A scalable machine-interference repair-control testbed with speed-dependent failures.
View related work →