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Decision Making

273 directly classified papers

Papers per year

Papers

Stochastic Goal Recognition Design AAAI 2019
Personalized Robot Tutoring Using the Assistive Tutor POMDP (AT-POMDP) AAAI 2019
That’s Mine! Learning Ownership Relations and Norms for Robots AAAI 2019
A Generalized Algorithm for Multi-Objective Reinforcement Learning and Policy Adaptation NIPS 2019
Addressing Failure Prediction by Learning Model Confidence NIPS 2019
Group Retention when Using Machine Learning in Sequential Decision Making: the Interplay between User Dynamics and Fairness NIPS 2019
Policy Evaluation with Latent Confounders via Optimal Balance NIPS 2019
Manipulating a Learning Defender and Ways to Counteract NIPS 2019
Making the Cut: A Bandit-based Approach to Tiered Interviewing NIPS 2019
Thompson Sampling and Approximate Inference NIPS 2019
Rethinking the Discount Factor in Reinforcement Learning: A Decision Theoretic Approach AAAI 2019
Understanding Persuasion Cascades in Online Product Rating Systems AAAI 2019
State-Augmentation Transformations for Risk-Sensitive Reinforcement Learning AAAI 2019
Model-Based Diagnosis for Cyber-Physical Production Systems Based on Machine Learning and Residual-Based Diagnosis Models AAAI 2019
Be Inaccurate but Don’t Be Indecisive: How Error Distribution Can Affect User Experience AAAI 2019
Learning Models of Sequential Decision-Making with Partial Specification of Agent Behavior AAAI 2019
Real-Time Planning as Decision-Making under Uncertainty AAAI 2019
Selecting Optimal Decisions via Distributionally Robust Nearest-Neighbor Regression NIPS 2019
Probabilistic-Logic Bots for Efficient Evaluation of Business Rules Using Conversational Interfaces AAAI 2019
Charge-Based Prison Term Prediction with Deep Gating Network EMNLP 2019
Don’t Take the Easy Way Out: Ensemble Based Methods for Avoiding Known Dataset Biases EMNLP 2019
Efficient inference for time-varying behavior during learning NIPS 2018
Where Do You Think You're Going?: Inferring Beliefs about Dynamics from Behavior NIPS 2018
Monte-Carlo Tree Search for Constrained POMDPs NIPS 2018
Enhancing the Accuracy and Fairness of Human Decision Making NIPS 2018