conftrace_

regret bound

1926 papers

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RB

Co-occurring keywords

online learning (1777) multi-armed bandit (1098) contextual bandit (381) stochastic optimization (1060) reinforcement learning (4352) online algorithm (445) upper confidence bound (197) markov decision process (790) thompson sampling (237) online convex optimization (165)

Papers

Efficient Optimistic Exploration in Linear-Quadratic Regulators via Lagrangian Relaxation ICML 2020
Corruption-Tolerant Gaussian Process Bandit Optimization AISTATS 2020
A Game-Theoretic Analysis of the Empirical Revenue Maximization Algorithm with Endogenous Sampling NIPS 2020
Sub-sampling for Efficient Non-Parametric Bandit Exploration NIPS 2020
Finite-Time Analysis of Round-Robin Kullback-Leibler Upper Confidence Bounds for Optimal Adaptive Allocation with Multiple Plays and Markovian Rewards NIPS 2020
Online Algorithms for Multi-shop Ski Rental with Machine Learned Advice NIPS 2020
A Practical Algorithm for Multiplayer Bandits when Arm Means Vary Among Players AISTATS 2020
Contextual Combinatorial Volatile Multi-armed Bandit with Adaptive Discretization AISTATS 2020
Randomized Exploration in Generalized Linear Bandits AISTATS 2020
Online Learning with Imperfect Hints ICML 2020
From Finite to Countable-Armed Bandits NIPS 2020
Reserve Pricing in Repeated Second-Price Auctions with Strategic Bidders ICML 2020
Kernel Methods for Cooperative Multi-Agent Contextual Bandits ICML 2020
The Intrinsic Robustness of Stochastic Bandits to Strategic Manipulation ICML 2020
Private Outsourced Bayesian Optimization ICML 2020
Revisiting Online Quantum State Learning AAAI 2020
From PAC to Instance-Optimal Sample Complexity in the Plackett-Luce Model ICML 2020
Stochastic Coordinate Minimization with Progressive Precision for Stochastic Convex Optimization ICML 2020
Structured Linear Contextual Bandits: A Sharp and Geometric Smoothed Analysis ICML 2020
Projection-free Distributed Online Convex Optimization with $O(\sqrtT)$ Communication Complexity ICML 2020
Thompson Sampling Algorithms for Mean-Variance Bandits ICML 2020
Cooperative Online Learning: Keeping your Neighbors Updated ALT 2020
The Nonstochastic Control Problem ALT 2020
Thompson Sampling for Adversarial Bit Prediction ALT 2020
Feedback graph regret bounds for Thompson Sampling and UCB ALT 2020