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Decision Making

294 papers

Papers per year

6
2
19
44
'10
'15
'20
'25

Papers

A Fair Incentive Scheme for Community Health Workers AAAI 2023
Evaluating Digital Agriculture Recommendations with Causal Inference AAAI 2023
PowRL: A Reinforcement Learning Framework for Robust Management of Power Networks AAAI 2023
User-Oriented Robust Reinforcement Learning AAAI 2023
Generative Decision Making Under Uncertainty AAAI 2023
Monitoring and Intervening on Large Populations of Weakly Coupled Processes with Social Impact Applications AAAI 2023
Reshaping State-Space Search: From Dominance to Contrastive Analysis AAAI 2023
Post-Abstention: Towards Reliably Re-Attempting the Abstained Instances in QA ACL 2023
Adaptive Ordered Information Extraction with Deep Reinforcement Learning ACL 2023
LDM2: A Large Decision Model Imitating Human Cognition with Dynamic Memory Enhancement EMNLP 2023
Hierarchical Prompting Assists Large Language Model on Web Navigation EMNLP 2023
Aligning Predictive Uncertainty with Clarification Questions in Grounded Dialog EMNLP 2023
Policy Optimization with Advantage Regularization for Long-Term Fairness in Decision Systems NIPS 2022
LobsDICE: Offline Learning from Observation via Stationary Distribution Correction Estimation NIPS 2022
Defining and Characterizing Reward Gaming NIPS 2022
Value Function Decomposition for Iterative Design of Reinforcement Learning Agents NIPS 2022
Sequence Model Imitation Learning with Unobserved Contexts NIPS 2022
WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents NIPS 2022
Structured Energy Network As a Loss NIPS 2022
Optimal Dynamic Regret in LQR Control NIPS 2022
Movement Penalized Bayesian Optimization with Application to Wind Energy Systems NIPS 2022
Hedging as Reward Augmentation in Probabilistic Graphical Models NIPS 2022
Post-hoc estimators for learning to defer to an expert NIPS 2022
Pre-Trained Language Models for Interactive Decision-Making NIPS 2022
Robust $\phi$-Divergence MDPs NIPS 2022