conftrace_

risk constraint

8 papers

Explore in graph

Co-occurring keywords

risk-constrained reinforcement learning (2) regret bound (1926) policy optimization (657) reinforcement learning (4352) type 2 diabetes (3) safe exploration (47) optimistic index (2) budget pacing (2) alpha zero (12) quantile-constrained optimization (1)

Papers

Augmented Lagrangian Risk-constrained Reinforcement Learning for Portfolio Optimization (Student Abstract) AAAI 2025
Tilted Quantile Gradient Updates for Quantile-Constrained Reinforcement Learning AAAI 2025
Percentile Risk-Constrained Budget Pacing for Guaranteed Display Advertising in Online Optimization AAAI 2024
Learning Optimal Dynamic Treatment Regimens Subject to Stagewise Risk Controls JMLR 2024
Spectral-Risk Safe Reinforcement Learning with Convergence Guarantees NIPS 2024
Strategies for Safe Multi-Armed Bandits with Logarithmic Regret and Risk ICML 2022
Reinforcement Learning of Risk-Constrained Policies in Markov Decision Processes AAAI 2020
Safety-Aware Algorithms for Adversarial Contextual Bandit ICML 2017