"bandit problems" Papers

Revisiting Follow-the-Perturbed-Leader with Unbounded Perturbations in Bandit Problems

Jongyeong Lee, Junya Honda, Shinji Ito et al.

Incentivized Learning in Principal-Agent Bandit Games

Antoine Scheid, Daniil Tiapkin, Etienne Boursier et al.

Neural Active Learning Beyond Bandits

Robustly Improving Bandit Algorithms with Confounded and Selection Biased Offline Data: A Causal Approach

Wen Huang, Xintao Wu