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

Thresholded Lasso Bandit ICML 2022
Effective Dimension in Bandit Problems under Censorship NIPS 2022
Batched Dueling Bandits ICML 2022
Syndicated Bandits: A Framework for Auto Tuning Hyper-parameters in Contextual Bandit Algorithms NIPS 2022
Batch-Size Independent Regret Bounds for Combinatorial Semi-Bandits with Probabilistically Triggered Arms or Independent Arms NIPS 2022
Thompson Sampling Achieves $\tilde{O}(\sqrt{T})$ Regret in Linear Quadratic Control COLT 2022
Greedy when Sure and Conservative when Uncertain about the Opponents ICML 2022
Improved Regret Analysis for Variance-Adaptive Linear Bandits and Horizon-Free Linear Mixture MDPs NIPS 2022
Non-monotonic Resource Utilization in the Bandits with Knapsacks Problem NIPS 2022
Collaborative Linear Bandits with Adversarial Agents: Near-Optimal Regret Bounds NIPS 2022
Game Redesign in No-regret Game Playing IJCAI 2022
Linear Combinatorial Semi-Bandit with Causally Related Rewards IJCAI 2022
Bounded Memory Adversarial Bandits with Composite Anonymous Delayed Feedback IJCAI 2022
Multi-Armed Bandit Problem with Temporally-Partitioned Rewards: When Partial Feedback Counts IJCAI 2022
A Simple and Provably Efficient Algorithm for Asynchronous Federated Contextual Linear Bandits NIPS 2022
Understanding the Eluder Dimension NIPS 2022
An explore-then-commit algorithm for submodular maximization under full-bandit feedback UAI 2022
Dynamic Bandits with Temporal Structure IJCAI 2022
Optimal Dynamic Regret in Proper Online Learning with Strongly Convex Losses and Beyond AISTATS 2022
Reinforcement Learning with a Terminator NIPS 2022
Regret Bounds for Risk-Sensitive Reinforcement Learning NIPS 2022
Robust Imitation via Mirror Descent Inverse Reinforcement Learning NIPS 2022
Near-Optimal Goal-Oriented Reinforcement Learning in Non-Stationary Environments NIPS 2022
Computationally Efficient Horizon-Free Reinforcement Learning for Linear Mixture MDPs NIPS 2022
Distributionally Adaptive Meta Reinforcement Learning NIPS 2022