conftrace_

contextual bandit

381 papers

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Also known as

CB

Co-occurring keywords

regret bound (1926) online learning (1777) multi-armed bandit (1098) thompson sampling (237) upper confidence bound (197) online algorithm (445) off-policy evaluation (144) linear bandit (124) reinforcement learning (4352) recommendation system (294)

Papers

Constrained Policy Optimization for Controlled Self-Learning in Conversational AI Systems ACL 2023
Contextual Linear Bandits under Noisy Features: Towards Bayesian Oracles AISTATS 2023
Nonstochastic Contextual Combinatorial Bandits AISTATS 2023
Combinatorial Neural Bandits ICML 2023
Concurrent Shuffle Differential Privacy Under Continual Observation ICML 2023
On the Interplay Between Misspecification and Sub-optimality Gap in Linear Contextual Bandits ICML 2023
Contextual Conservative Interleaving Bandits ICML 2023
Nearest Neighbour with Bandit Feedback NIPS 2023
Infinite Action Contextual Bandits with Reusable Data Exhaust ICML 2023
Contextual Bandits and Imitation Learning with Preference-Based Active Queries NIPS 2023
Parallel Online Clustering of Bandits via Hedonic Game ICML 2023
Experiment Planning with Function Approximation NIPS 2023
Marginal Density Ratio for Off-Policy Evaluation in Contextual Bandits NIPS 2023
Reward-Mixing MDPs with Few Latent Contexts are Learnable ICML 2023
Tight Regret and Complexity Bounds for Thompson Sampling via Langevin Monte Carlo AISTATS 2023
Flexible and Efficient Contextual Bandits with Heterogeneous Treatment Effect Oracles AISTATS 2023
Bandits with costly reward observations UAI 2023
Tracking Most Significant Shifts in Nonparametric Contextual Bandits NIPS 2023
Meta-Learning with Neural Bandit Scheduler NIPS 2023
Optimal cross-learning for contextual bandits with unknown context distributions NIPS 2023
Mixed-Effect Thompson Sampling AISTATS 2023
Federated online clustering of bandits UAI 2022
Scalable Representation Learning in Linear Contextual Bandits with Constant Regret Guarantees NIPS 2022
Linearizing contextual bandits with latent state dynamics UAI 2022
Congested Bandits: Optimal Routing via Short-term Resets ICML 2022