information gain

Information Directed Reward Learning for Reinforcement Learning NeurIPS 2021 Leveraging Capsule Routing to Associate Knowledge with Medical Literature Hierarchically EMNLP 2021 On Information Gain and Regret Bounds in Gaussian Process Bandits AISTATS 2021 Open-domain clarification question generation without question examples EMNLP 2021 Optimal Order Simple Regret for Gaussian Process Bandits NeurIPS 2021 Planning Multimodal Exploratory Actions for Online Robot Attribute Learning RSS 2021 Provably Efficient Causal Reinforcement Learning with Confounded Observational Data NeurIPS 2021 Selecting Informative Contexts Improves Language Model Fine-tuning ACL 2021 Towards Effective Context for Meta-Reinforcement Learning: an Approach based on Contrastive Learning AAAI 2021 Gold Seeker: Information Gain From Policy Distributions for Goal-Oriented Vision-and-Langauge Reasoning CVPR 2020 Information Particle Filter Tree: An Online Algorithm for POMDPs with Belief-Based Rewards on Continuous Domains ICML 2020 Multi-fidelity Bayesian Optimization with Max-value Entropy Search and its Parallelization ICML 2020 Multi-Objective Multi-Agent Planning for Jointly Discovering and Tracking Mobile Objects AAAI 2020 Active Embedding Search via Noisy Paired Comparisons ICML 2019 Asking Easy Questions: A User-Friendly Approach to Active Reward Learning CoRL 2019 Discovery of Useful Questions as Auxiliary Tasks NeurIPS 2019 FlowDelta: Modeling Flow Information Gain in Reasoning for Conversational Machine Comprehension EMNLP 2019 Information-Theoretic Confidence Bounds for Reinforcement Learning NeurIPS 2019 Large-Scale Answerer in Questioner's Mind for Visual Dialog Question Generation ICLR 2019 Online Learning in Kernelized Markov Decision Processes AISTATS 2019 Real-Time Information-Theoretic Exploration with Gaussian Mixture Model Maps RSS 2019 Receding Horizon Curiosity CoRL 2019 What Should I Ask? Using Conversationally Informative Rewards for Goal-oriented Visual Dialog. ACL 2019 Generalized Binary Search For Split-Neighborly Problems AISTATS 2018 Multi-modal Predicate Identification using Dynamically Learned Robot Controllers IJCAI 2018