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Multi-Armed Bandits

1044 directly classified papers

Papers per year

Papers

Online Multi-Armed Bandits with Adaptive Inference NIPS 2021
Faster Game Solving via Predictive Blackwell Approachability: Connecting Regret Matching and Mirror Descent AAAI 2021
Convergence Analysis of No-Regret Bidding Algorithms in Repeated Auctions AAAI 2021
Online Posted Pricing with Unknown Time-Discounted Valuations AAAI 2021
Coupon Design in Advertising Systems AAAI 2021
DART: Adaptive Accept Reject Algorithm for Non-Linear Combinatorial Bandits AAAI 2021
Decentralized Multi-Agent Linear Bandits with Safety Constraints AAAI 2021
Computing an Efficient Exploration Basis for Learning with Univariate Polynomial Features AAAI 2021
A One-Size-Fits-All Solution to Conservative Bandit Problems AAAI 2021
Reward-Biased Maximum Likelihood Estimation for Linear Stochastic Bandits AAAI 2021
Learning from eXtreme Bandit Feedback AAAI 2021
Stochastic Bandits with Graph Feedback in Non-Stationary Environments AAAI 2021
Multinomial Logit Contextual Bandits: Provable Optimality and Practicality AAAI 2021
Robustness Guarantees for Mode Estimation with an Application to Bandits AAAI 2021
Meta-Learning Effective Exploration Strategies for Contextual Bandits AAAI 2021
Near-Optimal MNL Bandits Under Risk Criteria AAAI 2021
Robust Bandit Learning with Imperfect Context AAAI 2021
Single Player Monte-Carlo Tree Search Based on the Plackett-Luce Model AAAI 2021
Dual-Mandate Patrols: Multi-Armed Bandits for Green Security AAAI 2021
Comparison Lift: Bandit-based Experimentation System for Online Advertising AAAI 2021
Contextual Bandits with Delayed Feedback and Semi-supervised Learning (Student Abstract) AAAI 2021
Bandits Don’t Follow Rules: Balancing Multi-Facet Machine Translation with Multi-Armed Bandits EMNLP 2021
Breaking the Moments Condition Barrier: No-Regret Algorithm for Bandits with Super Heavy-Tailed Payoffs NIPS 2021
Doubly Robust Thompson Sampling with Linear Payoffs NIPS 2021
Multi-armed Bandit Requiring Monotone Arm Sequences NIPS 2021