constraint violation

Constraint-Aware Reinforcement Learning via Adaptive Action Scaling L4DC 2026 Global Convergence of Average Reward Constrained MDPs with Neural Critic and General Policy Parameterization UAI 2026 Omniprediction with Long-Term Constraints COLT 2026 Safe Multi-agent Reinforcement Learning with Natural Language Constraints AAAI 2026 SteinGate: Tail-Sensitive Safe Reinforcement Learning via Stein Discrepancy UAI 2026 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 A Safe Bayesian Learning Algorithm for Constrained MDPs with Bounded Constraint Violation AISTATS 2025 Augmented Lagrangian Risk-constrained Reinforcement Learning for Portfolio Optimization (Student Abstract) AAAI 2025 Causal Logistic Bandits with Counterfactual Fairness Constraints ICML 2025 DiffuSolve: Diffusion-based Solver for Non-convex Trajectory Optimization L4DC 2025 Doubly-Bounded Queue for Constrained Online Learning: Keeping Pace with Dynamics of Both Loss and Constraint AAAI 2025 Extreme Value Policy Optimization for Safe Reinforcement Learning ICML 2025 MSMAR-RL: Multi-Step Masked-Attention Recovery Reinforcement Learning for Safe Maneuver Decision in High-Speed Pursuit-Evasion Game IJCAI 2025 Online Learning in Risk Sensitive constrained MDP ICML 2025 On the Power of Optimism in Constrained Online Convex Optimization IJCAI 2025 Optimistic Safety for Online Convex Optimization with Unknown Linear Constraints AISTATS 2025 Revisiting Projection-Free Online Learning with Time-Varying Constraints AAAI 2025 Safety in the Face of Adversity: Achieving Zero Constraint Violation in Online Learning with Slowly Changing Constraints AISTATS 2025 Safety Representations for Safer Policy Learning ICLR 2025 SysBench: Can LLMs Follow System Message? ICLR 2025 Triple-Optimistic Learning for Stochastic Contextual Bandits with General Constraints ICML 2025 Constrained Reinforcement Learning Under Model Mismatch ICML 2024 Do no harm: A counterfactual approach to safe reinforcement learning L4DC 2024