conftrace_

constraint violation

39 papers

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Co-occurring keywords

regret bound (1926) online convex optimization (165) constrained markov decision process (56) constrained optimization (281) primal-dual algorithm (72) constraint satisfaction (294) online learning (1777) lyapunov optimization (6) primal-dual method (58) sublinear regret (88)

Papers

Triple-Q: A Model-Free Algorithm for Constrained Reinforcement Learning with Sublinear Regret and Zero Constraint Violation AISTATS 2022
Online DR-Submodular Maximization: Minimizing Regret and Constraint Violation AAAI 2021
Tight sampling and discarding bounds for scenario programs with an arbitrary number of removed samples L4DC 2021
Joint Online Learning and Decision-making via Dual Mirror Descent ICML 2021
Safe Reinforcement Learning with Natural Language Constraints NIPS 2021
Learning Policies with Zero or Bounded Constraint Violation for Constrained MDPs NIPS 2021
Regret and Cumulative Constraint Violation Analysis for Online Convex Optimization with Long Term Constraints ICML 2021
Please Mind the Root: Decoding Arborescences for Dependency Parsing EMNLP 2020
Upper Confidence Primal-Dual Reinforcement Learning for CMDP with Adversarial Loss NIPS 2020
Online Convex Optimization with Perturbed Constraints: Optimal Rates against Stronger Benchmarks AISTATS 2020
A Low Complexity Algorithm with O(√T) Regret and O(1) Constraint Violations for Online Convex Optimization with Long Term Constraints JMLR 2020
Online convex optimization for cumulative constraints NIPS 2018
Online Convex Optimization with Stochastic Constraints NIPS 2017
Adaptive Algorithms for Online Convex Optimization with Long-term Constraints ICML 2016