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Decision Making

294 papers

Papers per year

6
2
19
44
'10
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Papers

Irrelevant Alternatives Bias Large Language Model Hiring Decisions EMNLP 2024
Will LLMs Sink or Swim? Exploring Decision-Making Under Pressure EMNLP 2024
Prospector: Improving LLM Agents with Self-Asking and Trajectory Ranking EMNLP 2024
Quantifying the Cost of Learning in Queueing Systems NIPS 2023
Explainable and Efficient Randomized Voting Rules NIPS 2023
Online Nonstochastic Model-Free Reinforcement Learning NIPS 2023
Contextual Gaussian Process Bandits with Neural Networks NIPS 2023
LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios NIPS 2023
Learning to Receive Help: Intervention-Aware Concept Embedding Models NIPS 2023
Ignorance is Bliss: Robust Control via Information Gating NIPS 2023
Weakly Coupled Deep Q-Networks NIPS 2023
Beyond Black-Box Advice: Learning-Augmented Algorithms for MDPs with Q-Value Predictions NIPS 2023
Efficient RL with Impaired Observability: Learning to Act with Delayed and Missing State Observations NIPS 2023
Conformal Meta-learners for Predictive Inference of Individual Treatment Effects NIPS 2023
Optimal Treatment Regimes for Proximal Causal Learning NIPS 2023
Sequential Preference Ranking for Efficient Reinforcement Learning from Human Feedback NIPS 2023
Extracting Reward Functions from Diffusion Models NIPS 2023
A Semi-parametric Model for Decision Making in High-Dimensional Sensory Discrimination Tasks AAAI 2023
Principled Data-Driven Decision Support for Cyber-Forensic Investigations AAAI 2023
Representation with Incomplete Votes AAAI 2023
Class Fairness in Online Matching AAAI 2023
Moral Machine or Tyranny of the Majority? AAAI 2023
The Role of Heuristics and Biases during Complex Choices with an AI Teammate AAAI 2023
Modeling Human Trust and Reliance in AI-Assisted Decision Making: A Markovian Approach AAAI 2023
Zero-Shot Assistance in Sequential Decision Problems AAAI 2023