conftrace_

risk-aware learning

6 papers

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Co-occurring keywords

multi-armed bandit (1098) online decision making (15) regret bound (1926) stochastic optimization (1060) fiduciary bandits (1) utility optimization (25) exploration-exploitation tradeoff (55) covariance modeling (6) combinatorial semi-bandit (25) proximal policy optimization (123)

Papers

MS-PPO: Mean Standard Deviation Proximal Policy Optimization for Reliable Parking Space Search in Structured Environments AAAI 2026

MARS: A Meta-Adaptive Reinforcement Learning Framework for Risk-Aware Multi-Agent Portfolio Management AAAI 2026

Responsible Bandit Learning via Privacy-Protected Mean-Volatility Utility AAAI 2024

Probably Anytime-Safe Stochastic Combinatorial Semi-Bandits ICML 2023

Continuous Mean-Covariance Bandits NIPS 2021

Fiduciary Bandits ICML 2020