primal-dual algorithm

Online Learning under Budget and ROI Constraints via Weak Adaptivity ICML 2024 On the Hardness of Constrained Cooperative Multi-Agent Reinforcement Learning ICLR 2024 Safe and Efficient: A Primal-Dual Method for Offline Convex CMDPs under Partial Data Coverage NeurIPS 2024 SPARKLE: A Unified Single-Loop Primal-Dual Framework for Decentralized Bilevel Optimization NeurIPS 2024 Towards Achieving Sub-linear Regret and Hard Constraint Violation in Model-free RL AISTATS 2024 Truly No-Regret Learning in Constrained MDPs ICML 2024 Achieving Zero Constraint Violation for Constrained Reinforcement Learning via Conservative Natural Policy Gradient Primal-Dual Algorithm AAAI 2023 Beyond ADMM: A Unified Client-Variance-Reduced Adaptive Federated Learning Framework AAAI 2023 Flexible Budgets in Restless Bandits: A Primal-Dual Algorithm for Efficient Budget Allocation AAAI 2023 Improved Rate of First Order Algorithms for Entropic Optimal Transport AISTATS 2023 Interpreting Primal-Dual Algorithms for Constrained Multiagent Reinforcement Learning L4DC 2023 Online Ad Procurement in Non-stationary Autobidding Worlds NeurIPS 2023 Primal-Dual Algorithms with Predictions for Online Bounded Allocation and Ad-Auctions Problems ALT 2023 Provably Efficient Primal-Dual Reinforcement Learning for CMDPs with Non-stationary Objectives and Constraints AAAI 2023 RandProx: Primal-Dual Optimization Algorithms with Randomized Proximal Updates ICLR 2023 Zero-Regret Performative Prediction Under Inequality Constraints NeurIPS 2023 Achieving Zero Constraint Violation for Constrained Reinforcement Learning via Primal-Dual Approach AAAI 2022 A Fast Scale-Invariant Algorithm for Non-negative Least Squares with Non-negative Data NeurIPS 2022 An Optimal Algorithm for Strongly Convex Minimization under Affine Constraints AISTATS 2022 A Single-Loop Gradient Descent and Perturbed Ascent Algorithm for Nonconvex Functional Constrained Optimization ICML 2022 Communication Acceleration of Local Gradient Methods via an Accelerated Primal-Dual Algorithm with an Inexact Prox NeurIPS 2022 Finding Correlated Equilibrium of Constrained Markov Game: A Primal-Dual Approach NeurIPS 2022 Offline Reinforcement Learning with Realizability and Single-policy Concentrability COLT 2022 RAMA: A Rapid Multicut Algorithm on GPU CVPR 2022 Smoothed Adversarial Linear Contextual Bandits with Knapsacks ICML 2022