Browsing: Sequential Decision Problems

In our recent AAAI 2023 paper, Misspecification in Inverse Reinforcement Learning, we study the question of how robust the inverse reinforcement learning problem is…

This book provides an overview of Reinforcement Learning and Stochastic Optimization, which is a single canonical framework that can model any sequential decision problem.…