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

Adaptive Discretization for Model-Based Reinforcement Learning NIPS 2020
Online Linear Optimization with Many Hints NIPS 2020
POLY-HOOT: Monte-Carlo Planning in Continuous Space MDPs with Non-Asymptotic Analysis NIPS 2020
Reinforcement Learning with General Value Function Approximation: Provably Efficient Approach via Bounded Eluder Dimension NIPS 2020
Provably adaptive reinforcement learning in metric spaces NIPS 2020
Bandits for BMO Functions ICML 2020
Belief-Dependent Macro-Action Discovery in POMDPs using the Value of Information NIPS 2020
Provably Efficient Reinforcement Learning with Kernel and Neural Function Approximations NIPS 2020
Follow the Perturbed Leader: Optimism and Fast Parallel Algorithms for Smooth Minimax Games NIPS 2020
Online Learning with Primary and Secondary Losses NIPS 2020
Online Influence Maximization under Linear Threshold Model NIPS 2020
Almost Optimal Model-Free Reinforcement Learningvia Reference-Advantage Decomposition NIPS 2020
Reinforcement Learning with Feedback Graphs NIPS 2020
Reinforcement Learning in Factored MDPs: Oracle-Efficient Algorithms and Tighter Regret Bounds for the Non-Episodic Setting NIPS 2020
Safe Linear Stochastic Bandits AAAI 2020
Achieving Fairness in the Stochastic Multi-Armed Bandit Problem AAAI 2020
Choice Bandits NIPS 2020
Smooth Contextual Bandits: Bridging the Parametric and Non-differentiable Regret Regimes COLT 2020
Comparator-Adaptive Convex Bandits NIPS 2020
Linear Bandits with Feature Feedback AAAI 2020
On Adaptivity in Information-Constrained Online Learning AAAI 2020
Incentivized Exploration for Multi-Armed Bandits under Reward Drift AAAI 2020
Stochastic Online Learning with Probabilistic Graph Feedback AAAI 2020
Fatigue-Aware Bandits for Dependent Click Models AAAI 2020
Trading Convergence Rate with Computational Budget in High Dimensional Bayesian Optimization AAAI 2020