conftrace_

exploration exploitation tradeoff

8 papers

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Co-occurring keywords

regret bound (1926) multi-armed bandit (1098) thompson sampling (237) exploration exploitation (76) exploration exploitation trade-off (4) multinomial relevance feedback (1) non-linear feedback (1) empirical evaluation (35) hyperparameter tuning (215) divide and conquer (37)

Papers

Exploring the Sensitivity of LLMs’ Decision-Making Capabilities: Insights from Prompt Variations and Hyperparameters EMNLP 2023
Stochastic Top-$K$ Subset Bandits with Linear Space and Non-Linear Feedback ALT 2021
VariBAD: Variational Bayes-Adaptive Deep RL via Meta-Learning JMLR 2021
Information-Theoretic Confidence Bounds for Reinforcement Learning NIPS 2019
Trading off Rewards and Errors in Multi-Armed Bandits AISTATS 2017
Contextual Gaussian Process Bandit Optimization NIPS 2011
An Empirical Evaluation of Thompson Sampling NIPS 2011
Content-based Image Retrieval with Multinomial Relevance Feedback ACML 2010