Nick Bührer

A Multiplicative Value Function for Safe and Efficient Reinforcement Learning

An emerging field of sequential decision problems is safe Reinforcement Learning (RL), where the objective is to maximize the reward while obeying safety constraints. Being able to handle constraints is essential for deploying RL agents in real-world environments, where constraint violations can har…