decision making

173 papers

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large language model (12755) reinforcement learning (4122) multi-agent system (1743) bayesian inference (1904) human-ai collaboration (110) agent system (320) game theory (852) online learning (1770) causal inference (1619) autonomous driving (1142)

Papers

Fine-Tuning Large Vision-Language Models as Decision-Making Agents via Reinforcement Learning NIPS 2024

Can large language models explore in-context? NIPS 2024

LEDA: a Large-Organization Email-Based Decision-Dialogue-Act Analysis Dataset ACL 2023

Strategic Adversarial Attacks in AI-assisted Decision Making to Reduce Human Trust and Reliance IJCAI 2023

Improvement-Focused Causal Recourse (ICR) AAAI 2023

The Role of Heuristics and Biases during Complex Choices with an AI Teammate AAAI 2023

Reshaping State-Space Search: From Dominance to Contrastive Analysis AAAI 2023

End-to-End Learning for Stochastic Optimization: A Bayesian Perspective ICML 2023

Cooperative Multi-Agent Learning in a Complex World: Challenges and Solutions AAAI 2023

Fair and Accurate Decision Making through Group-Aware Learning ICML 2023

Simplified Risk-aware Decision Making with Belief-dependent Rewards in Partially Observable Domains (Extended Abstract) IJCAI 2023

Reflexion: language agents with verbal reinforcement learning NIPS 2023

Probabilities of Causation: Role of Observational Data AISTATS 2023

LDM2: A Large Decision Model Imitating Human Cognition with Dynamic Memory Enhancement EMNLP 2023

Dense Retrieval as Indirect Supervision for Large-space Decision Making EMNLP 2023

Spotlight News Driven Quantitative Trading Based on Trajectory Optimization IJCAI 2023

WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents NIPS 2022

Large-Scale Retrieval for Reinforcement Learning NIPS 2022

A Taxonomical NLP Blueprint to Support Financial Decision Making through Information-Centred Interactions EMNLP 2022

Policy Gradient With Serial Markov Chain Reasoning NIPS 2022

A Complete Criterion for Value of Information in Soluble Influence Diagrams AAAI 2022

DiffG-RL: Leveraging Difference between Environment State and Common Sense EMNLP 2022

Local calibration: metrics and recalibration UAI 2022

Teaching Humans When to Defer to a Classifier via Exemplars AAAI 2022

Role of Human-AI Interaction in Selective Prediction AAAI 2022