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semi-bandit feedback

22 papers

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Co-occurring keywords

regret bound (1926) multi-armed bandit (1098) online learning (1777) combinatorial optimization (1039) combinatorial multi-armed bandit (13) combinatorial bandit (37) influence maximization (82) thompson sampling (237) bandit feedback (118) multi-agent system (1819)

Papers

Online Learning of Coalition Structures by Selfish Agents AAAI 2025
Non-stochastic Budgeted Online Pricing with Semi-Bandit Feedback AAAI 2025
Towards Efficient and Optimal Covariance-Adaptive Algorithms for Combinatorial Semi-Bandits NIPS 2024
Nonstochastic Contextual Combinatorial Bandits AISTATS 2023
Semi Bandit dynamics in Congestion Games: Convergence to Nash Equilibrium and No-Regret Guarantees. ICML 2023
Finding Optimal Arms in Non-stochastic Combinatorial Bandits with Semi-bandit Feedback and Finite Budget NIPS 2022
Efficient Pure Exploration for Combinatorial Bandits with Semi-Bandit Feedback ALT 2021
Pure Exploration and Regret Minimization in Matching Bandits ICML 2021
Semi-bandit Optimization in the Dispersed Setting UAI 2020
Online Second Price Auction with Semi-Bandit Feedback under the Non-Stationary Setting AAAI 2020
Budgeted Online Influence Maximization ICML 2020
Path Planning Problems with Side Observations—When Colonels Play Hide-and-Seek AAAI 2020
Statistical Efficiency of Thompson Sampling for Combinatorial Semi-Bandits NIPS 2020
Analysis of Thompson Sampling for Combinatorial Multi-armed Bandit with Probabilistically Triggered Arms AISTATS 2019
A Better Resource Allocation Algorithm with Semi-Bandit Feedback ALT 2018
Playing Repeated Network Interdiction Games with Semi-Bandit Feedback IJCAI 2017
Improving Regret Bounds for Combinatorial Semi-Bandits with Probabilistically Triggered Arms and Its Applications NIPS 2017
Online Influence Maximization under Independent Cascade Model with Semi-Bandit Feedback NIPS 2017
Importance Weighting Without Importance Weights: An Efficient Algorithm for Combinatorial Semi-Bandits JMLR 2016
Linear Multi-Resource Allocation with Semi-Bandit Feedback NIPS 2015
Combinatorial Bandits Revisited NIPS 2015
Stochastic Online Greedy Learning with Semi-bandit Feedbacks NIPS 2015