information gain

STEERING : Stein Information Directed Exploration for Model-Based Reinforcement Learning ICML 2023 Towards Informative Few-Shot Prompt with Maximum Information Gain for In-Context Learning EMNLP 2023 Variational Information Pursuit for Interpretable Predictions ICLR 2023 Bayesian Learning with Information Gain Provably Bounds Risk for a Robust Adversarial Defense ICML 2022 Efficient Meta Reinforcement Learning for Preference-based Fast Adaptation NeurIPS 2022 Exploration via Planning for Information about the Optimal Trajectory NeurIPS 2022 Gaussian Process Bandit Optimization with Few Batches AISTATS 2022 Information Gain Propagation: a New Way to Graph Active Learning with Soft Labels ICLR 2022 INQUIRE: INteractive Querying for User-aware Informative REasoning CoRL 2022 Joint Entropy Search For Maximally-Informed Bayesian Optimization NeurIPS 2022 Joint Entropy Search for Multi-Objective Bayesian Optimization NeurIPS 2022 Learning Causal Overhypotheses through Exploration in Children and Computational Models CLeaR 2022 Learning more skills through optimistic exploration ICLR 2022 Random vs. Best-First: Impact of Sampling Strategies on Decision Making in Model-Based Diagnosis AAAI 2022 Regret Bounds for Expected Improvement Algorithms in Gaussian Process Bandit Optimization AISTATS 2022 Safe Optimal Design with Applications in Off-Policy Learning AISTATS 2022 Active Feature Acquisition with Generative Surrogate Models ICML 2021 Active multi-fidelity Bayesian online changepoint detection UAI 2021 Asymptotically Optimal Information-Directed Sampling COLT 2021 BKT-POMDP: Fast Action Selection for User Skill Modelling over Tasks with Multiple Skills IJCAI 2021 Continual Learning via Bit-Level Information Preserving CVPR 2021 Estimating α-Rank by Maximizing Information Gain AAAI 2021 GIBBON: General-purpose Information-Based Bayesian Optimisation JMLR 2021 Improved POMDP Tree Search Planning with Prioritized Action Branching AAAI 2021 Inferring Time-delayed Causal Relations in POMDPs from the Principle of Independence of Cause and Mechanism IJCAI 2021