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Decision Making

294 papers

Papers per year

6
2
19
44
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'15
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'25

Papers

A mechanistic multi-area recurrent network model of decision-making NIPS 2021
Closing the loop in medical decision support by understanding clinical decision-making: A case study on organ transplantation NIPS 2021
Bias and variance of the Bayesian-mean decoder NIPS 2021
Detecting Individual Decision-Making Style: Exploring Behavioral Stylometry in Chess NIPS 2021
Causal Bandits with Unknown Graph Structure NIPS 2021
Bandit Learning with Delayed Impact of Actions NIPS 2021
Apparently Irrational Choice as Optimal Sequential Decision Making AAAI 2021
Goal Blending for Responsive Shared Autonomy in a Navigating Vehicle AAAI 2021
Practical and Rigorous Uncertainty Bounds for Gaussian Process Regression AAAI 2021
Reward-Biased Maximum Likelihood Estimation for Linear Stochastic Bandits AAAI 2021
Constrained Risk-Averse Markov Decision Processes AAAI 2021
Scalable First-Order Methods for Robust MDPs AAAI 2021
Bayes DistNet - A Robust Neural Network for Algorithm Runtime Distribution Predictions AAAI 2021
K-N-MOMDPs: Towards Interpretable Solutions for Adaptive Management AAAI 2021
Predicting Flashover Occurrence using Surrogate Temperature Data AAAI 2021
A Universal 2-state n-action Adaptive Management Solver AAAI 2021
Clinical Trial of an AI-Augmented Intervention for HIV Prevention in Youth Experiencing Homelessness AAAI 2021
Comparison Lift: Bandit-based Experimentation System for Online Advertising AAAI 2021
Personalizing Individual Comfort in the Group Setting AAAI 2021
LB-DESPOT: Efficient Online POMDP Planning Considering Lower Bound in Action Selection (Student Abstract) AAAI 2021
Learning Decision Trees Recurrently Through Communication CVPR 2021
Decision-Focused Summarization EMNLP 2021
Stochastic Optimization for Performative Prediction NIPS 2020
Interior Point Solving for LP-based prediction+optimisation NIPS 2020
Secretary and Online Matching Problems with Machine Learned Advice NIPS 2020