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Decision Making

273 directly classified papers

Papers per year

Papers

Context Consistency between Training and Inference in Simultaneous Machine Translation ACL 2024
Navigating Uncertainty in Epidemic Contexts with Reinforcement Learning AAAI 2024
An Analytical Study of Utility Functions in Multi-Objective Reinforcement Learning NIPS 2024
When to Act and When to Ask: Policy Learning With Deferral Under Hidden Confounding NIPS 2024
Inference and Learning in Dynamic Decision Networks Using Knowledge Compilation AAAI 2024
Robust Active Measuring under Model Uncertainty AAAI 2024
Pandora’s Problem with Deadlines AAAI 2024
Learning GAI-Decomposable Utility Models for Multiattribute Decision Making AAAI 2024
Analytically Tractable Models for Decision Making under Present Bias AAAI 2024
On the Actionability of Outcome Prediction AAAI 2024
Latent Learning Progress Drives Autonomous Goal Selection in Human Reinforcement Learning NIPS 2024
Moral Uncertainty and the Problem of Fanaticism AAAI 2024
A Surprisingly Simple Continuous-Action POMDP Solver: Lazy Cross-Entropy Search Over Policy Trees AAAI 2024
Prospector: Improving LLM Agents with Self-Asking and Trajectory Ranking EMNLP 2024
Learning from Relevant Subgoals in Successful Dialogs using Iterative Training for Task-oriented Dialog Systems EMNLP 2024
Irrelevant Alternatives Bias Large Language Model Hiring Decisions EMNLP 2024
VIVA: A Benchmark for Vision-Grounded Decision-Making with Human Values EMNLP 2024
Efficient Sequential Decision Making with Large Language Models EMNLP 2024
A Virtual Driving Instructor That Generates Personalized Driving Lessons Based on Student Skill Level AAAI 2024
Will LLMs Sink or Swim? Exploring Decision-Making Under Pressure EMNLP 2024
Optimizing Local Satisfaction of Long-Run Average Objectives in Markov Decision Processes AAAI 2024
Theoretically Grounded Loss Functions and Algorithms for Score-Based Multi-Class Abstention AISTATS 2024
Do LLMs Plan Like Human Writers? Comparing Journalist Coverage of Press Releases with LLMs EMNLP 2024
AdaSociety: An Adaptive Environment with Social Structures for Multi-Agent Decision-Making NIPS 2024
Expectation Alignment: Handling Reward Misspecification in the Presence of Expectation Mismatch NIPS 2024