Multi-Armed Bandits

Crawling the Community Structure of Multiplex Networks AAAI 2019 DBA: Dynamic Multi-Armed Bandit Algorithm AAAI 2019 Decentralized Cooperative Stochastic Bandits NeurIPS 2019 Distribution oblivious, risk-aware algorithms for multi-armed bandits with unbounded rewards NeurIPS 2019 Doubly-Robust Lasso Bandit NeurIPS 2019 Dueling Bandits with Qualitative Feedback AAAI 2019 Dynamic Incentive-Aware Learning: Robust Pricing in Contextual Auctions NeurIPS 2019 Dynamic Learning of Sequential Choice Bandit Problem under Marketing Fatigue AAAI 2019 Efficient Pure Exploration in Adaptive Round model NeurIPS 2019 Epsilon-Best-Arm Identification in Pay-Per-Reward Multi-Armed Bandits NeurIPS 2019 General Robustness Evaluation of Incentive Mechanism against Bounded Rationality Using Continuum-Armed Bandits AAAI 2019 How to Combine Tree-Search Methods in Reinforcement Learning AAAI 2019 Improved Algorithm on Online Clustering of Bandits IJCAI 2019 Improved Regret Bounds for Bandit Combinatorial Optimization NeurIPS 2019 Incorporating Behavioral Constraints in Online AI Systems AAAI 2019 Individual Regret in Cooperative Nonstochastic Multi-Armed Bandits NeurIPS 2019 InterSpot: Interactive Spammer Detection in Social Media IJCAI 2019 Large-Scale Interactive Recommendation with Tree-Structured Policy Gradient AAAI 2019 Large Scale Markov Decision Processes with Changing Rewards NeurIPS 2019 Learning in Generalized Linear Contextual Bandits with Stochastic Delays NeurIPS 2019 Learning Multiple Markov Chains via Adaptive Allocation NeurIPS 2019 Learning Resource Allocation and Pricing for Cloud Profit Maximization AAAI 2019 Learning to Bootstrap for Entity Set Expansion EMNLP 2019 Leveraging Observations in Bandits: Between Risks and Benefits AAAI 2019 Linear Stochastic Bandits Under Safety Constraints NeurIPS 2019