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

Making the most of your day: online learning for optimal allocation of time NIPS 2021
Matrix games with bandit feedback UAI 2021
Improved Regret Bounds for Tracking Experts with Memory NIPS 2021
Combinatorial Gaussian Process Bandits with Probabilistically Triggered Arms AISTATS 2021
Near-Optimal Representation Learning for Linear Bandits and Linear RL ICML 2021
DEHB: Evolutionary Hyberband for Scalable, Robust and Efficient Hyperparameter Optimization IJCAI 2021
Towards tractable optimism in model-based reinforcement learning UAI 2021
Combinatorial semi-bandit in the non-stationary environment UAI 2021
Online learning in MDPs with linear function approximation and bandit feedback. NIPS 2021
Communication efficient parallel reinforcement learning UAI 2021
CORe: Capitalizing On Rewards in Bandit Exploration UAI 2021
Learning in Multi-Player Stochastic Games UAI 2021
Multi-task and meta-learning with sparse linear bandits UAI 2021
Learning Stabilizing Controllers for Unstable Linear Quadratic Regulators from a Single Trajectory L4DC 2021
Scheduling jobs with stochastic holding costs NIPS 2021
Stochastic Bandits with Linear Constraints AISTATS 2021
Lifelong Learning with Branching Experts ACML 2021
Expert advice problem with noisy low rank loss ACML 2021
Significance of Gradient Information in Bayesian Optimization AISTATS 2021
Fast Rate Learning in Stochastic First Price Bidding ACML 2021
Bandit Phase Retrieval NIPS 2021
Perturbation-based Regret Analysis of Predictive Control in Linear Time Varying Systems NIPS 2021
Power of Hints for Online Learning with Movement Costs AISTATS 2021
Federated Multi-armed Bandits with Personalization AISTATS 2021
An Efficient Algorithm For Generalized Linear Bandit: Online Stochastic Gradient Descent and Thompson Sampling AISTATS 2021