conftrace_

contextual bandit

381 papers

Explore in graph

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

Stochastic Contextual Bandits with Long Horizon Rewards AAAI 2023
Off-Policy Evaluation for Large Action Spaces via Conjunct Effect Modeling ICML 2023
Representation-Driven Reinforcement Learning ICML 2023
Experiment Planning with Function Approximation NIPS 2023
Marginal Density Ratio for Off-Policy Evaluation in Contextual Bandits NIPS 2023
First- and Second-Order Bounds for Adversarial Linear Contextual Bandits NIPS 2023
Continual Learning for Instruction Following from Realtime Feedback NIPS 2023
Reward Imputation with Sketching for Contextual Batched Bandits NIPS 2023
Reinforcement Learning with History Dependent Dynamic Contexts ICML 2023
Practical Contextual Bandits with Feedback Graphs NIPS 2023
Multi-Agent Learning with Heterogeneous Linear Contextual Bandits NIPS 2023
Efficient Batched Algorithm for Contextual Linear Bandits with Large Action Space via Soft Elimination NIPS 2023
Federated Linear Contextual Bandits with User-level Differential Privacy ICML 2023
Contextual Combinatorial Bandits with Probabilistically Triggered Arms ICML 2023
Reward-Mixing MDPs with Few Latent Contexts are Learnable ICML 2023
Thompson Sampling for High-Dimensional Sparse Linear Contextual Bandits ICML 2023
Bypassing the Simulator: Near-Optimal Adversarial Linear Contextual Bandits NIPS 2023
Individually Fair Learning with One-Sided Feedback ICML 2023
High-dimensional Contextual Bandit Problem without Sparsity NIPS 2023
Improved Algorithms for Multi-period Multi-class Packing Problems with Bandit Feedback ICML 2023
On the Interplay Between Misspecification and Sub-optimality Gap in Linear Contextual Bandits ICML 2023
PAC-Bayesian Offline Contextual Bandits With Guarantees ICML 2023
Corruption-Robust Algorithms with Uncertainty Weighting for Nonlinear Contextual Bandits and Markov Decision Processes ICML 2023
Strategic Apple Tasting NIPS 2023
Bandits with costly reward observations UAI 2023