Alexander Liniger

A Multiplicative Value Function for Safe and Efficient Reinforcement Learning

2023 · arXiv (Cornell University)

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 …