primal-dual methods

3 papers

• Efficient Policy Optimization in Robust Constrained MDPs with Iteration Complexity Guarantees
• Incentive-Aware Dynamic Resource Allocation under Long-Term Cost Constraints
• No-Regret Learning Under Adversarial Resource Constraints: A Spending Plan Is All You Need!