Solving Richly Constrained Reinforcement Learning through State Augmentation and Reward Penalties

Hao Jiang, Tien Mai, Pradeep Varakantham +1

Constrained Reinforcement Learning has been employed to enforce safety constraints on policy through the use of expected cost constraints. The key challenge is in handling expected…