decision making

Align When They Want, Complement When They Need! Human-Centered Ensembles for Adaptive Human-AI Collaboration AAAI 2026 Bounding the Causal Impact of ML-assisted Decision-Making via Counterfactual Correctness UAI 2026 Chain-of-Memory: Lightweight Memory Construction with Dynamic Evolution for LLM Agents ACL 2026 Delta Matters: An Analytically Tractable Model for beta–delta Discounting Agents AAAI 2026 Extending Embodied Question Answering from Perception to Decision CVPR 2026 History to Future: Evolving Agent with Experience and Thought for Zero-shot Vision-and-Language Navigation CVPR 2026 Hospitality-VQA: Decision-Oriented Informativeness Evaluation for Vision–Language Models EACL 2026 Interpolated Stochastic Interventions Based on Propensity Scores, Target Policies and Treatment-Specific Costs AAAI 2026 MindPower: Enabling Theory-of-Mind Reasoning in VLM-based Embodied Agents CVPR 2026 Requirements for Aligned, Dynamic Resolution of Conflicts in Operational Constraints AAAI 2026 Towards Open Environments and Instructions: General Vision-Language Navigation via Fast-Slow Interactive Reasoning CVPR 2026 VLMs Guided Interpretable Decision Making in Autonomous Driving WACV 2026 VS-Bench: Evaluating VLMs for Strategic Abilities in Multi-Agent Environments CVPR 2026 What Type of Inference is Active Inference? UAI 2026 When Seeing Is not Enough: Revealing the Limits of Active Reasoning in MLLMs ACL 2026 A Black Swan Hypothesis: The Role of Human Irrationality in AI Safety ICLR 2025 Active Feature Acquisition for Personalised Treatment Assignment AISTATS 2025 Agentic AI for Digital Twin AAAI 2025 A Multi-Region Brain Model to Elucidate the Role of Hippocampus in Spatially Embedded Decision-Making ICML 2025 Are VLMs Ready for Autonomous Driving? An Empirical Study from the Reliability, Data and Metric Perspectives ICCV 2025 A Survey of Optimization Modeling Meets LLMs: Progress and Future Directions IJCAI 2025 Automating Alternative Generation in Decision-Making EMNLP 2025 BALROG: Benchmarking Agentic LLM and VLM Reasoning On Games ICLR 2025 Capturing Human Cognitive Styles with Language: Towards an Experimental Evaluation Paradigm NAACL 2025 Context is Key: A Benchmark for Forecasting with Essential Textual Information ICML 2025