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

CAB: Continuous Adaptive Blending for Policy Evaluation and Learning ICML 2019
Reading Like HER: Human Reading Inspired Extractive Summarization EMNLP 2019
Semi-Parametric Sampling for Stochastic Bandits with Many Arms AAAI 2019
Stochastic Bandits with Context Distributions NIPS 2019
Doubly-Robust Lasso Bandit NIPS 2019
Offline Contextual Bandits with High Probability Fairness Guarantees NIPS 2019
Achieving Optimal Dynamic Regret for Non-stationary Bandits without Prior Information COLT 2019
Regularized Contextual Bandits AISTATS 2019
Imitation-Regularized Offline Learning AISTATS 2019
Target Tracking for Contextual Bandits: Application to Demand Side Management ICML 2019
Contextual Multi-armed Bandit Algorithm for Semiparametric Reward Model ICML 2019
Garbage In, Reward Out: Bootstrapping Exploration in Multi-Armed Bandits ICML 2019
Warm-starting Contextual Bandits: Robustly Combining Supervised and Bandit Feedback ICML 2019
Learning Multi-Objective Rewards and User Utility Function in Contextual Bandits for Personalized Ranking IJCAI 2019
AdaLinUCB: Opportunistic Learning for Contextual Bandits IJCAI 2019
A Practical Semi-Parametric Contextual Bandit IJCAI 2019
Teaching AI Agents Ethical Values Using Reinforcement Learning and Policy Orchestration IJCAI 2019
Incorporating Behavioral Constraints in Online AI Systems AAAI 2019
Balanced Linear Contextual Bandits AAAI 2019
Contextual Bandits with Cross-Learning NIPS 2019
Policy Evaluation with Latent Confounders via Optimal Balance NIPS 2019
Surrogate Objectives for Batch Policy Optimization in One-step Decision Making NIPS 2019
Personalizing Many Decisions with High-Dimensional Covariates NIPS 2019
Nonparametric Contextual Bandits in Metric Spaces with Unknown Metric NIPS 2019
Semi-Parametric Dynamic Contextual Pricing NIPS 2019