Artificial Intelligence › Core AI ›

Decision Making

273 directly classified papers

Papers per year

Papers

Improved Bounds for Online Facility Location with Predictions AAAI 2025

Curiosity-Driven Reinforcement Learning from Human Feedback ACL 2025

AdaO2B: Adaptive Online to Batch Conversion for Out-of-Distribution Generalization AAAI 2025

DFF: Decision-Focused Fine-Tuning for Smarter Predict-Then-Optimize with Limited Data AAAI 2025

InvestAlign: Overcoming Data Scarcity in Aligning Large Language Models with Investor Decision-Making Processes Under Herd Behavior ACL 2025

Adaptive Tool Use in Large Language Models with Meta-Cognition Trigger ACL 2025

Trusted Unified Feature-Neighborhood Dynamics for Multi-View Classification AAAI 2025

SMoSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks AAAI 2025

Revelations: A Decidable Class of POMDPs with Omega-Regular Objectives AAAI 2025

Locally Convex Global Loss Network for Decision-Focused Learning AAAI 2025

Joint Scoring Rules: Competition Between Agents Avoids Performative Prediction AAAI 2025

Lost in the Context: Insufficient and Distracted Attention to Contexts in Preference Modeling ACL 2025

Confounding-Robust Deferral Policy Learning AAAI 2025

Every Bit Helps: Achieving the Optimal Distortion with a Few Queries AAAI 2025

A Continuous-time Tractable Model for Present-biased Agents AAAI 2025

Fairness Shields: Safeguarding against Biased Decision Makers AAAI 2025

GenPlan: Generative Sequence Models as Adaptive Planners AAAI 2025

Replication-proof Bandit Mechanism Design with Bayesian Agents AAAI 2025

Learning Valid Dual Bounds in Constraint Programming: Boosted Lagrangian Decomposition with Self-Supervised Learning AAAI 2025

LLM Agents Can Be Choice-Supportive Biased Evaluators: An Empirical Study AAAI 2025

Autonomous Goal Detection and Cessation in Reinforcement Learning: A Case Study on Source Term Estimation AAAI 2025

Towards Practical Classical Planning Compilations of Numeric Planning AAAI 2025

Checking Consistency of CP-Theory Preferences in Polynomial Time AAAI 2025

In Search of Trees: Decision-Tree Policy Synthesis for Black-Box Systems via Search AAAI 2025

Generative Reward Modeling via Synthetic Criteria Preference Learning ACL 2025