conftrace_

regret guarantee

8 papers

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Co-occurring keywords

online learning (1777) regret bound (1926) contextual bandit (381) adversarial bandit (59) multi-armed bandit (1098) adversarial online learning (9) sublinear regret (88) linear bandit (124) model-free reinforcement learning (63) adversarial environment (16)

Papers

Adversarial Online Collaborative Filtering ALT 2024
Online learning in bandits with predicted context AISTATS 2024
Online Nonstochastic Model-Free Reinforcement Learning NIPS 2023
Competing for Shareable Arms in Multi-Player Multi-Armed Bandits ICML 2023
Learning what to remember ALT 2022
Efficient and robust algorithms for adversarial linear contextual bandits COLT 2020
From Bandits to Experts: On the Value of Side-Observations NIPS 2011
On the Universality of Online Mirror Descent NIPS 2011