Adversarial Constrained Policy Optimization: Improving Constrained Reinforcement Learning by Adapting Budgets

Jianmina Ma, Jingtian Ji, Yue Gao

Constrained reinforcement learning has achieved promising progress in safety-critical fields where both rewards and constraints are considered. However, constrained reinforcement l…