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stat.ML2024
Adversarial Combinatorial Bandits with Switching Costs
Yanyan Dong, Vincent Y. F. Tan
We study the problem of adversarial combinatorial bandit with a switching cost for a switch of each selected arm in each round, considering both the bandit feedback and semi-ba…
stat.ML2023
Optimal Best Arm Identification with Fixed Confidence in Restless Bandits
P. N. Karthik, Vincent Y. F. Tan, Arpan Mukherjee +1
We study best arm identification in a restless multi-armed bandit setting with finitely many arms. The discrete-time data generated by each arm forms a homogeneous Markov chain tak…