Copertina

The Effect of State Representation on LLM Agent Behavior in Dynamic Routing Games

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Goodyear, Lyle, Guo, Rachel, Johari, Ramesh
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Artificial Intelligence I.2.11; I.6.4; F.1.2; F.2.2; G.3; J.7
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

The Artificial Neural Twin -- Process Optimization and Continual Learning in Distributed Process Chains
di: Emmert, Johannes, et al.
Pubblicazione: (2024)

Advanced Game-Theoretic Frameworks for Multi-Agent AI Challenges: A 2025 Outlook
di: Malinovskiy, Pavel
Pubblicazione: (2025)

$γ(3,4)$ `Attention' in Cognitive Agents: Ontology-Free Knowledge Representations With Promise Theoretic Semantics
di: Burgess, Mark
Pubblicazione: (2025)

On The Role of Intentionality in Knowledge Representation: Analyzing Scene Context for Cognitive Agents with a Tiny Language Model
di: Burgess, Mark
Pubblicazione: (2025)

AgentSpawn: Adaptive Multi-Agent Collaboration Through Dynamic Spawning for Long-Horizon Code Generation
di: Costa, Igor
Pubblicazione: (2026)

On Dynamic Programming Theory for Leader-Follower Stochastic Games
di: Dibangoye, Jilles Steeve, et al.
Pubblicazione: (2025)

Agent Capsules: Quality-Gated Granularity Control for Multi-Agent LLM Pipelines
di: Ray, Aninda
Pubblicazione: (2026)

Contrastive Learning-Enhanced Large Language Models for Monolith-to-Microservice Decomposition
di: Sellami, Khaled, et al.
Pubblicazione: (2025)

Computational Life: How Well-formed, Self-replicating Programs Emerge from Simple Interaction
di: Arcas, Blaise Agüera y, et al.
Pubblicazione: (2024)

CPEMH: An Agentic Framework for Prompt-Driven Behavior Evaluation and Assurance in Foundation-Model Systems for Mental Health Screening
di: Lorenzoni, Giuliano, et al.
Pubblicazione: (2026)

PARNESS: A Paper Harness for End-to-End Automated Scientific Research with Dynamic Workflows, Full-Text Indexing, and Cross-Run Knowledge Accumulation
di: Wang, Yuchen, et al.
Pubblicazione: (2026)

Compiled AI: Deterministic Code Generation for LLM-Based Workflow Automation
di: Trooskens, Geert, et al.
Pubblicazione: (2026)

Evaluating the efficacy of LLM Safety Solutions : The Palit Benchmark Dataset
di: Palit, Sayon, et al.
Pubblicazione: (2025)

Applying Cognitive Design Patterns to General LLM Agents
di: Wray, Robert E., et al.
Pubblicazione: (2025)

SCOPE: Selective Conformal Optimized Pairwise LLM Judging
di: Badshah, Sher, et al.
Pubblicazione: (2026)

Circularity and Symmetries of $p$ and $p^{2}$-polygons
di: Haag, Rolf
Pubblicazione: (2025)

PRIMA: Operational Patterns for Resilient Multi-Agent Research with Verifiable Identity and Convergent Feedback
di: Annapureddy, Sasank
Pubblicazione: (2026)

PilotBench: A Benchmark for General Aviation Agents with Safety Constraints
di: Wu, Yalun, et al.
Pubblicazione: (2026)

Mobile Phone Sensor-based Nigerian Driving Dataset to Detect Alcohol-influenced Behaviours
di: Thompson, Iniakpokeikiye Peter, et al.
Pubblicazione: (2025)

Random Heterogeneous Neurochaos Learning Architecture for Data Classification
di: S, Remya Ajai A, et al.
Pubblicazione: (2024)

PromptSAM+: Malware Detection based on Prompt Segment Anything Model
di: Wei, Xingyuan, et al.
Pubblicazione: (2024)

The Hidden Attention of Mamba Models
di: Ali, Ameen, et al.
Pubblicazione: (2024)

Agent Semantics, Semantic Spacetime, and Graphical Reasoning
di: Burgess, Mark
Pubblicazione: (2025)

From Pixels to Privacy: Temporally Consistent Video Anonymization via Token Pruning for Privacy Preserving Action Recognition
di: Aslam, Nazia, et al.
Pubblicazione: (2026)

Changing the Rules of the Game: Reasoning about Dynamic Phenomena in Multi-Agent Systems
di: Galimullin, Rustam, et al.
Pubblicazione: (2025)

MEMTIER: Tiered Memory Architecture and Retrieval Bottleneck Analysis for Long-Running Autonomous AI Agents
di: Sidik, Bronislav, et al.
Pubblicazione: (2026)

ScrapMem: A Bio-inspired Framework for On-device Personalized Agent Memory via Optical Forgetting
di: Chang, Jiale, et al.
Pubblicazione: (2026)

Do We Always Need Query-Level Workflows? Rethinking Agentic Workflow Generation for Multi-Agent Systems
di: Wang, Zixu, et al.
Pubblicazione: (2026)

Software Implementation of Digital Filtering via Tustin's Bilinear Transform
di: Herron, Connor W.
Pubblicazione: (2024)

The Spark Effect: On Engineering Creative Diversity in Multi-Agent AI Systems
di: Doudkin, Alexander, et al.
Pubblicazione: (2025)

Differential and Variational Approach to First Order Mean Field Games in a Generalized Form
di: Siconolfi, Antonio
Pubblicazione: (2025)

STATe-of-Thoughts: Structured Action Templates for Tree-of-Thoughts
di: Bamberger, Zachary, et al.
Pubblicazione: (2026)

Instruction-Level Weight Shaping: A Framework for Self-Improving AI Agents
di: Costa, Rimom
Pubblicazione: (2025)

Agentic Automation of BT-RADS Scoring: End-to-End Multi-Agent System for Standardized Brain Tumor Follow-up Assessment
di: Jabal, Mohamed Sobhi, et al.
Pubblicazione: (2026)

Controlling Long-Horizon Behavior in Language Model Agents with Explicit State Dynamics
di: Subaharan, Sukesh
Pubblicazione: (2026)

Exploring Design of Multi-Agent LLM Dialogues for Research Ideation
di: Ueda, Keisuke, et al.
Pubblicazione: (2025)

Towards Building Private LLMs: Exploring Multi-Node Expert Parallelism on Apple Silicon for Mixture-of-Experts Large Language Model
di: Chen, Mu-Chi, et al.
Pubblicazione: (2025)

Multi-Paradigm Agent Interaction in Practice:A Systematic Analysis of Generator-Evaluator, ReAct Loop,and Adversarial Evaluation in the buddyMe Framework
di: Wang, Xiaohua, et al.
Pubblicazione: (2026)

AgenticTyper: Automated Typing of Legacy Software Projects Using Agentic AI
di: Pohle, Clemens
Pubblicazione: (2026)

The Six Sigma Agent: Achieving Enterprise-Grade Reliability in LLM Systems Through Consensus-Driven Decomposed Execution
di: Patel, Khush, et al.
Pubblicazione: (2026)