Decision Making

Manipulating a Learning Defender and Ways to Counteract NeurIPS 2019 Model-Based Diagnosis for Cyber-Physical Production Systems Based on Machine Learning and Residual-Based Diagnosis Models AAAI 2019 Personalized Robot Tutoring Using the Assistive Tutor POMDP (AT-POMDP) AAAI 2019 Policy Evaluation with Latent Confounders via Optimal Balance NeurIPS 2019 Probabilistic-Logic Bots for Efficient Evaluation of Business Rules Using Conversational Interfaces AAAI 2019 Profiles, Proxies, and Assumptions: Decentralized, Communications-Resilient Planning, Allocation, and Scheduling AAAI 2019 Real-Time Planning as Decision-Making under Uncertainty AAAI 2019 Rethinking the Discount Factor in Reinforcement Learning: A Decision Theoretic Approach AAAI 2019 Selecting Optimal Decisions via Distributionally Robust Nearest-Neighbor Regression NeurIPS 2019 State-Augmentation Transformations for Risk-Sensitive Reinforcement Learning AAAI 2019 Stochastic Goal Recognition Design AAAI 2019 That’s Mine! Learning Ownership Relations and Norms for Robots AAAI 2019 Thompson Sampling and Approximate Inference NeurIPS 2019 Understanding Persuasion Cascades in Online Product Rating Systems AAAI 2019 Automatic Academic Paper Rating Based on Modularized Hierarchical Convolutional Neural Network ACL 2018 Conversational Decision-Making Model for Predicting the King’s Decision in the Annals of the Joseon Dynasty EMNLP 2018 Efficient inference for time-varying behavior during learning NeurIPS 2018 Enhancing the Accuracy and Fairness of Human Decision Making NeurIPS 2018 Interpretable Counting for Visual Question Answering ICLR 2018 Monte-Carlo Tree Search for Constrained POMDPs NeurIPS 2018 Occam's razor is insufficient to infer the preferences of irrational agents NeurIPS 2018 Patient Risk Assessment and Warning Symptom Detection Using Deep Attention-Based Neural Networks EMNLP 2018 rho-POMDPs have Lipschitz-Continuous epsilon-Optimal Value Functions NeurIPS 2018 Variational Inverse Control with Events: A General Framework for Data-Driven Reward Definition NeurIPS 2018 Where Do You Think You're Going?: Inferring Beliefs about Dynamics from Behavior NeurIPS 2018