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adversarial constraint

9 papers

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constraint violation (4) regret bound (4) online convex optimization (3) regret (2) bandit feedback (2) cumulative constraint violation (1) surrogate cost function (1) cmdp (1) naturalness (1) lyapunov optimization (1)

Papers

Truly Adapting to Adversarial Constraints in Constrained MABs COLT 2026 Universal Dynamic Regret and Constraint Violation Bounds for Constrained Online Convex Optimization ALT 2026 An Optimistic Algorithm for online CMDPS with Anytime Adversarial Constraints ICML 2025 DiffAdvMAP: Flexible Diffusion-Based Framework for Generating Natural Unrestricted Adversarial Examples ICML 2025 Policy Optimization for CMDPs with Bandit Feedback: Learning Stochastic and Adversarial Constraints ICML 2025 Optimal Algorithms for Online Convex Optimization with Adversarial Constraints NeurIPS 2024 Online Learning under Adversarial Nonlinear Constraints NeurIPS 2023 Online Nonstochastic Control with Adversarial and Static Constraints ICML 2023 Unsupervised Metric Learning with Synthetic Examples AAAI 2020