Constrained Policy Optimization

Joshua Achiam, David Held, Aviv Tamar, Pieter Abbeel

Abstract: For many applications of reinforcement learning it can be more convenient to specify both a reward function and constraints, rather than trying to design behavior through the reward function. For e...