conftrace_

upper confidence bound

197 papers

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Also known as

UCB

Co-occurring keywords

regret bound (1926) multi-armed bandit (1098) online learning (1777) contextual bandit (381) bayesian optimization (624) gaussian process (1200) thompson sampling (237) reinforcement learning (4352) stochastic optimization (1060) ucb algorithm (44)

Papers

Multi-Feedback Bandit Learning with Probabilistic Contexts IJCAI 2020
Randomised Gaussian Process Upper Confidence Bound for Bayesian Optimisation IJCAI 2020
Generalized Mean Estimation in Monte-Carlo Tree Search IJCAI 2020
Model-Based Reinforcement Learning with Value-Targeted Regression L4DC 2020
What You See May Not Be What You Get: UCB Bandit Algorithms Robust to $\varepsilon$-Contamination UAI 2020
Regret Analysis of Bandit Problems with Causal Background Knowledge UAI 2020
Learning to Plan via Deep Optimistic Value Exploration L4DC 2020
Efficient Large-Scale Gaussian Process Bandits by Believing only Informative Actions L4DC 2020
Private Outsourced Bayesian Optimization ICML 2020
Bayesian optimisation under uncertain inputs AISTATS 2019
Bayesian Optimization Meets Bayesian Optimal Stopping ICML 2019
Optimal Algorithms for Lipschitz Bandits with Heavy-tailed Rewards ICML 2019
Cascaded Algorithm-Selection and Hyper-Parameter Optimization with Extreme-Region Upper Confidence Bound Bandit IJCAI 2019
AdaLinUCB: Opportunistic Learning for Contextual Bandits IJCAI 2019
Monte Carlo Tree Search for Policy Optimization IJCAI 2019
Regret Bounds for Learning State Representations in Reinforcement Learning NIPS 2019
Decentralized Cooperative Stochastic Bandits NIPS 2019
Multi-Objective Generalized Linear Bandits IJCAI 2019
Bootstrapping Upper Confidence Bound NIPS 2019
Leveraging Observations in Bandits: Between Risks and Benefits AAAI 2019
Bridging the gap between regret minimization and best arm identification, with application to A/B tests AISTATS 2019
Linear Stochastic Bandits Under Safety Constraints NIPS 2019
MaxGap Bandit: Adaptive Algorithms for Approximate Ranking NIPS 2019
Top Feasible Arm Identification AISTATS 2019
Stochastic Bandits with Context Distributions NIPS 2019