conftrace_

multi-armed bandit

1098 papers

Explore in graph

Also known as

MAB

Co-occurring keywords

regret bound (1926) online learning (1777) stochastic optimization (1060) thompson sampling (237) upper confidence bound (197) regret minimization (315) online algorithm (445) sample complexity (1169) contextual bandit (381) best arm identification (85)

Papers

Dominate or Delete: Decentralized Competing Bandits in Serial Dictatorship AISTATS 2021
Problem-Complexity Adaptive Model Selection for Stochastic Linear Bandits AISTATS 2021
Budgeted and Non-Budgeted Causal Bandits AISTATS 2021
Contextual Bandits with Delayed Feedback and Semi-supervised Learning (Student Abstract) AAAI 2021
Best Model Identification: A Rested Bandit Formulation ICML 2021
Reward-Biased Maximum Likelihood Estimation for Linear Stochastic Bandits AAAI 2021
Multi-Armed Bandits with Cost Subsidy AISTATS 2021
On Multi-Armed Bandit Designs for Dose-Finding Trials JMLR 2021
Regime Switching Bandits NIPS 2021
Dynamic Planning and Learning under Recovering Rewards ICML 2021
Tsallis-INF: An Optimal Algorithm for Stochastic and Adversarial Bandits JMLR 2021
Near-Optimal MNL Bandits Under Risk Criteria AAAI 2021
Regulating Greed Over Time in Multi-Armed Bandits JMLR 2021
DART: Adaptive Accept Reject Algorithm for Non-Linear Combinatorial Bandits AAAI 2021
Comparison Lift: Bandit-based Experimentation System for Online Advertising AAAI 2021
Combinatorial Pure Exploration with Bottleneck Reward Function NIPS 2021
Indexed Minimum Empirical Divergence for Unimodal Bandits NIPS 2021
Mean Field Equilibrium in Multi-Armed Bandit Game with Continuous Reward IJCAI 2021
AI for Social Good: Between My Research and the Real World AAAI 2021
Non-stationary Reinforcement Learning without Prior Knowledge: an Optimal Black-box Approach COLT 2021
Regret Bounds for Batched Bandits AAAI 2021
Adaptive Discretization for Adversarial Lipschitz Bandits COLT 2021
Adaptive Algorithms for Multi-armed Bandit with Composite and Anonymous Feedback AAAI 2021
Adversarial Linear Contextual Bandits with Graph-Structured Side Observations AAAI 2021
Active Feature Selection for the Mutual Information Criterion AAAI 2021