decision making

PCA-Bench: Evaluating Multimodal Large Language Models in Perception-Cognition-Action Chain ACL 2024 PlanRAG: A Plan-then-Retrieval Augmented Generation for Generative Large Language Models as Decision Makers NAACL 2024 Position: What Can Large Language Models Tell Us about Time Series Analysis ICML 2024 Probing the Capacity of Language Model Agents to Operationalize Disparate Experiential Context Despite Distraction EMNLP 2024 QuBE: Question-based Belief Enhancement for Agentic LLM Reasoning EMNLP 2024 Real-Time Selection Under General Constraints via Predictive Inference NeurIPS 2024 Self-Supervised Interpretable End-to-End Learning via Latent Functional Modularity ICML 2024 SocioDojo: Building Lifelong Analytical Agents with Real-world Text and Time Series ICLR 2024 SRAP-Agent: Simulating and Optimizing Scarce Resource Allocation Policy with LLM-based Agent EMNLP 2024 TorchRL: A data-driven decision-making library for PyTorch ICLR 2024 Unveiling Selection Biases: Exploring Order and Token Sensitivity in Large Language Models ACL 2024 Utilizing Human Behavior Modeling to Manipulate Explanations in AI-Assisted Decision Making: The Good, the Bad, and the Scary NeurIPS 2024 VIVA: A Benchmark for Vision-Grounded Decision-Making with Human Values EMNLP 2024 Cooperative Multi-Agent Learning in a Complex World: Challenges and Solutions AAAI 2023 Dense Retrieval as Indirect Supervision for Large-space Decision Making EMNLP 2023 End-to-End Learning for Stochastic Optimization: A Bayesian Perspective ICML 2023 Fair and Accurate Decision Making through Group-Aware Learning ICML 2023 Improvement-Focused Causal Recourse (ICR) AAAI 2023 Is Conditional Generative Modeling all you need for Decision Making? ICLR 2023 LDM2: A Large Decision Model Imitating Human Cognition with Dynamic Memory Enhancement EMNLP 2023 LEDA: a Large-Organization Email-Based Decision-Dialogue-Act Analysis Dataset ACL 2023 Probabilities of Causation: Role of Observational Data AISTATS 2023 Reflexion: language agents with verbal reinforcement learning NeurIPS 2023 Reshaping State-Space Search: From Dominance to Contrastive Analysis AAAI 2023 Simplified Risk-aware Decision Making with Belief-dependent Rewards in Partially Observable Domains (Extended Abstract) IJCAI 2023