contextual bandit

Variance-aware Regret Bounds for Stochastic Contextual Dueling Bandits ICLR 2024 A Blackbox Approach to Best of Both Worlds in Bandits and Beyond COLT 2023 An Improved Relaxation for Oracle-Efficient Adversarial Contextual Bandits NeurIPS 2023 Asymptotically Unbiased Off-Policy Policy Evaluation when Reusing Old Data in Nonstationary Environments AISTATS 2023 Bandits with costly reward observations UAI 2023 Bypassing the Simulator: Near-Optimal Adversarial Linear Contextual Bandits NeurIPS 2023 Cascading Contextual Assortment Bandits NeurIPS 2023 Combinatorial Neural Bandits ICML 2023 Concurrent Shuffle Differential Privacy Under Continual Observation ICML 2023 Constrained Policy Optimization for Controlled Self-Learning in Conversational AI Systems ACL 2023 Context-lumpable stochastic bandits NeurIPS 2023 Contexts can be Cheap: Solving Stochastic Contextual Bandits with Linear Bandit Algorithms COLT 2023 Contextual Bandits and Imitation Learning with Preference-Based Active Queries NeurIPS 2023 Contextual bandits with concave rewards, and an application to fair ranking ICLR 2023 Contextual Bandits with Packing and Covering Constraints: A Modular Lagrangian Approach via Regression COLT 2023 Contextual Combinatorial Bandits with Probabilistically Triggered Arms ICML 2023 Contextual Conservative Interleaving Bandits ICML 2023 Contextual Gaussian Process Bandits with Neural Networks NeurIPS 2023 Contextual Linear Bandits under Noisy Features: Towards Bayesian Oracles AISTATS 2023 Continual Learning for Instruction Following from Realtime Feedback NeurIPS 2023 Corruption-Robust Algorithms with Uncertainty Weighting for Nonlinear Contextual Bandits and Markov Decision Processes ICML 2023 Counterfactual Learning with General Data-Generating Policies AAAI 2023 Distributionally Robust Policy Gradient for Offline Contextual Bandits AISTATS 2023 Double Doubly Robust Thompson Sampling for Generalized Linear Contextual Bandits AAAI 2023 Efficient Batched Algorithm for Contextual Linear Bandits with Large Action Space via Soft Elimination NeurIPS 2023