conftrace_

regret bound

1926 papers

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Also known as

RB

Co-occurring keywords

online learning (1777) multi-armed bandit (1098) contextual bandit (381) stochastic optimization (1060) reinforcement learning (4352) online algorithm (445) upper confidence bound (197) markov decision process (790) thompson sampling (237) online convex optimization (165)

Papers

Decision making with limited feedback ALT 2018
Constant Regret, Generalized Mixability, and Mirror Descent NIPS 2018
Efficient Online Portfolio with Logarithmic Regret NIPS 2018
Problem Dependent Reinforcement Learning Bounds Which Can Identify Bandit Structure in MDPs ICML 2018
Sequential prediction with coded side information under logarithmic loss ALT 2018
The K-Nearest Neighbour UCB Algorithm for Multi-Armed Bandits with Covariates ALT 2018
Near-Optimal Policies for Dynamic Multinomial Logit Assortment Selection Models NIPS 2018
Distributed Multi-Player Bandits - a Game of Thrones Approach NIPS 2018
Online Learning of Combinatorial Objects via Extended Formulation ALT 2018
Instrument-Armed Bandits ALT 2018
Corrupt Bandits for Preserving Local Privacy ALT 2018
Adaptive Exploration-Exploitation Tradeoff for Opportunistic Bandits ICML 2018
Tight Regret Bounds for Bayesian Optimization in One Dimension ICML 2018
Bandits with Delayed, Aggregated Anonymous Feedback ICML 2018
Normal Bandits of Unknown Means and Variances JMLR 2018
A Better Resource Allocation Algorithm with Semi-Bandit Feedback ALT 2018
Bandit Regret Scaling with the Effective Loss Range ALT 2018
Sparsity, variance and curvature in multi-armed bandits ALT 2018
Reward Maximization Under Uncertainty: Leveraging Side-Observations on Networks JMLR 2018
{Multi-Player Bandits Revisited} ALT 2018
Bandit Online Learning on Graphs via Adaptive Optimization IJCAI 2018
Bandit Learning with Positive Externalities NIPS 2018
Thompson Sampling for Combinatorial Semi-Bandits ICML 2018
Online Ensemble Multi-kernel Learning Adaptive to Non-stationary and Adversarial Environments AISTATS 2018
Online Continuous Submodular Maximization AISTATS 2018