Necessary and Sufficient Conditions for the Optimization-Based Concurrent Execution of Learned Robotic Tasks

Sheikh A. Tahmid, Gennaro Notomista

In this work, we consider the problem of executing multiple tasks encoded by value functions, each learned through Reinforcement Learning, using an optimization-based framework. Pr…