A Signal Contract for Online Language Grounding and Discovery in Decision-Making
Fuente:
arXiv
Saved in:
| Main Authors: | Panagopoulos, Dimitris, Perrusquia, Adolfo, Guo, Weisi |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Learning What Matters Now: A Dual-Critic Context-Aware RL Framework for Priority-Driven Information Gain
by: Panagopoulos, Dimitris, et al.
Published: (2025)
by: Panagopoulos, Dimitris, et al.
Published: (2025)
Dialogue Telemetry: Turn-Level Instrumentation for Autonomous Information Gathering
by: Panagopoulos, Dimitris, et al.
Published: (2026)
by: Panagopoulos, Dimitris, et al.
Published: (2026)
Selective Exploration and Information Gathering in Search and Rescue Using Hierarchical Learning Guided by Natural Language Input
by: Panagopoulos, Dimitrios, et al.
Published: (2024)
by: Panagopoulos, Dimitrios, et al.
Published: (2024)
Guaranteeing and Explaining Stability across Heterogeneous Load Balancing using Calculus Network Dynamics
by: Zou, Mengbang, et al.
Published: (2025)
by: Zou, Mengbang, et al.
Published: (2025)
Bridging Natural Language and Microgrid Dynamics: A Context-Aware Simulator and Dataset
by: Bartels, Tinko Sebastian, et al.
Published: (2026)
by: Bartels, Tinko Sebastian, et al.
Published: (2026)
Control Barrier Function for Aligning Large Language Models
by: Miyaoka, Yuya, et al.
Published: (2025)
by: Miyaoka, Yuya, et al.
Published: (2025)
CircuitLM: A Multi-Agent LLM-Aided Design Framework for Generating Circuit Schematics from Natural Language Prompts
by: Hasan, Khandakar Shakib Al, et al.
Published: (2026)
by: Hasan, Khandakar Shakib Al, et al.
Published: (2026)
Retrieval Augmented (Knowledge Graph), and Large Language Model-Driven Design Structure Matrix (DSM) Generation of Cyber-Physical Systems
by: Bank, H. Sinan, et al.
Published: (2026)
by: Bank, H. Sinan, et al.
Published: (2026)
Structured AI Decision-Making in Disaster Management
by: Dcruz, Julian Gerald, et al.
Published: (2025)
by: Dcruz, Julian Gerald, et al.
Published: (2025)
Controllable Preference Optimization: Toward Controllable Multi-Objective Alignment
by: Guo, Yiju, et al.
Published: (2024)
by: Guo, Yiju, et al.
Published: (2024)
Next-Generation LLM for UAV: From Natural Language to Autonomous Flight
by: Yuan, Liangqi, et al.
Published: (2025)
by: Yuan, Liangqi, et al.
Published: (2025)
Hallucination Basins: A Dynamic Framework for Understanding and Controlling LLM Hallucinations
by: Cherukuri, Kalyan, et al.
Published: (2026)
by: Cherukuri, Kalyan, et al.
Published: (2026)
Curriculum-Guided Antifragile Reinforcement Learning for Secure UAV Deconfliction under Observation-Space Attacks
by: Panda, Deepak Kumar, et al.
Published: (2025)
by: Panda, Deepak Kumar, et al.
Published: (2025)
CBF-LLM: Safe Control for LLM Alignment
by: Miyaoka, Yuya, et al.
Published: (2024)
by: Miyaoka, Yuya, et al.
Published: (2024)
Enhancing LLMs for Power System Simulations: A Feedback-driven Multi-agent Framework
by: Jia, Mengshuo, et al.
Published: (2024)
by: Jia, Mengshuo, et al.
Published: (2024)
Escalation Risks from Language Models in Military and Diplomatic Decision-Making
by: Rivera, Juan-Pablo, et al.
Published: (2024)
by: Rivera, Juan-Pablo, et al.
Published: (2024)
Finding Common Ground: Using Large Language Models to Detect Agreement in Multi-Agent Decision Conferences
by: Heller, Selina, et al.
Published: (2025)
by: Heller, Selina, et al.
Published: (2025)
Fine-tuning Smaller Language Models for Question Answering over Financial Documents
by: Phogat, Karmvir Singh, et al.
Published: (2024)
by: Phogat, Karmvir Singh, et al.
Published: (2024)
Promising and worth-to-try future directions for advancing state-of-the-art surrogates methods of agent-based models in social and health computational sciences
by: Elsheikh, Atiyah
Published: (2024)
by: Elsheikh, Atiyah
Published: (2024)
Voting or Consensus? Decision-Making in Multi-Agent Debate
by: Kaesberg, Lars Benedikt, et al.
Published: (2025)
by: Kaesberg, Lars Benedikt, et al.
Published: (2025)
Language Models as Efficient Reward Function Searchers for Custom-Environment Multi-Objective Reinforcement
by: Xie, Guanwen, et al.
Published: (2024)
by: Xie, Guanwen, et al.
Published: (2024)
Distributionally Robust Free Energy Principle for Decision-Making
by: Shafiei, Allahkaram, et al.
Published: (2025)
by: Shafiei, Allahkaram, et al.
Published: (2025)
A Survey on Large Language Model-empowered Autonomous Driving
by: Zhu, Yuxuan, et al.
Published: (2024)
by: Zhu, Yuxuan, et al.
Published: (2024)
ControlAgent: Automating Control System Design via Novel Integration of LLM Agents and Domain Expertise
by: Guo, Xingang, et al.
Published: (2024)
by: Guo, Xingang, et al.
Published: (2024)
Agentic Driving Coach: Robustness and Determinism of Agentic AI-Powered Human-in-the-Loop Cyber-Physical Systems
by: Prahlad, Deeksha, et al.
Published: (2026)
by: Prahlad, Deeksha, et al.
Published: (2026)
Social Dynamics as Critical Vulnerabilities that Undermine Objective Decision-Making in LLM Collectives
by: Ko, Changgeon, et al.
Published: (2026)
by: Ko, Changgeon, et al.
Published: (2026)
When Large Language Models Meet Optical Networks: Paving the Way for Automation
by: Wang, Danshi, et al.
Published: (2024)
by: Wang, Danshi, et al.
Published: (2024)
SPformer: A Transformer Based DRL Decision Making Method for Connected Automated Vehicles
by: Han, Ye, et al.
Published: (2024)
by: Han, Ye, et al.
Published: (2024)
Communication and Control Co-Design in 6G: Sequential Decision-Making with LLMs
by: Chen, Xianfu, et al.
Published: (2024)
by: Chen, Xianfu, et al.
Published: (2024)
Towards Hierarchical Multi-Agent Decision-Making for Uncertainty-Aware EV Charging
by: Ting, Lo Pang-Yun, et al.
Published: (2024)
by: Ting, Lo Pang-Yun, et al.
Published: (2024)
Resource-Aware Distributed Submodular Maximization: A Paradigm for Multi-Robot Decision-Making
by: Xu, Zirui, et al.
Published: (2022)
by: Xu, Zirui, et al.
Published: (2022)
Confidence-Aware Decision-Making and Control for Tool Selection
by: Meera, Ajith Anil, et al.
Published: (2024)
by: Meera, Ajith Anil, et al.
Published: (2024)
Context, Reasoning, and Hierarchy: A Cost-Performance Study of Compound LLM Agent Design in an Adversarial POMDP
by: Bogdanov, Igor, et al.
Published: (2026)
by: Bogdanov, Igor, et al.
Published: (2026)
ACING: Actor-Critic for Instruction Learning in Black-Box LLMs
by: Kharrat, Salma, et al.
Published: (2024)
by: Kharrat, Salma, et al.
Published: (2024)
A Value Based Parallel Update MCTS Method for Multi-Agent Cooperative Decision Making of Connected and Automated Vehicles
by: Han, Ye, et al.
Published: (2024)
by: Han, Ye, et al.
Published: (2024)
Enabling On-Device Medical AI Assistants via Input-Driven Saliency Adaptation
by: Kallakurik, Uttej, et al.
Published: (2025)
by: Kallakurik, Uttej, et al.
Published: (2025)
LogicGuard: Improving Embodied LLM agents through Temporal Logic based Critics
by: Gokhale, Anand, et al.
Published: (2025)
by: Gokhale, Anand, et al.
Published: (2025)
When to Reason: Semantic Router for vLLM
by: Wang, Chen, et al.
Published: (2025)
by: Wang, Chen, et al.
Published: (2025)
Are More LLM Calls All You Need? Towards Scaling Laws of Compound Inference Systems
by: Chen, Lingjiao, et al.
Published: (2024)
by: Chen, Lingjiao, et al.
Published: (2024)
PreFT: Prefill-only finetuning for efficient inference
by: Lanpouthakoun, Andrew, et al.
Published: (2026)
by: Lanpouthakoun, Andrew, et al.
Published: (2026)
Similar Items
-
Learning What Matters Now: A Dual-Critic Context-Aware RL Framework for Priority-Driven Information Gain
by: Panagopoulos, Dimitris, et al.
Published: (2025) -
Dialogue Telemetry: Turn-Level Instrumentation for Autonomous Information Gathering
by: Panagopoulos, Dimitris, et al.
Published: (2026) -
Selective Exploration and Information Gathering in Search and Rescue Using Hierarchical Learning Guided by Natural Language Input
by: Panagopoulos, Dimitrios, et al.
Published: (2024) -
Guaranteeing and Explaining Stability across Heterogeneous Load Balancing using Calculus Network Dynamics
by: Zou, Mengbang, et al.
Published: (2025) -
Bridging Natural Language and Microgrid Dynamics: A Context-Aware Simulator and Dataset
by: Bartels, Tinko Sebastian, et al.
Published: (2026)