RATED: Reliability-Aware AI Agent Tool Retrieval via Execution Dynamics
cs.AI, cs.IR
Submitted: 2026-10-09
Updated: 2026-10-09
Comments: Accepted at CIKM 2026
Code: https://github.com/Elliotes/EcoAgent
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Sources
- M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation
- Gemini: A Family of Highly Capable Multimodal Models
- SPLADE-v3: New baselines for SPLADE
- Towards General Text Embeddings with Multi-stage Contrastive Learning
- Augmented Language Models: a Survey
- Gorilla: Large Language Model Connected with Massive APIs
- ToolRL: Reward is All Tool Learning Needs
- ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs
- Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
- Toolformer: Language Models Can Teach Themselves to Use Tools
- DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
- Representation Learning with Contrastive Predictive Coding
- Text Embeddings by Weakly-Supervised Contrastive Pre-training
- Enhancing Tool Retrieval with Iterative Feedback from Large Language Models
Related papers
- MAVEN-T: Reinforced Heterogeneous Distillation for Real-Time Multi-Agent Trajectory Prediction
- Model Discovery Agent: LLM-assisted Bayesian experiment design for data-efficient discovery of mechanistic world models
- Agents' Last Exam
- The Clinician's Veto: Navigating Trust, Liability, and Uncertainty in Autonomous AI Prescribing
- MindHelper: Closed-Loop Embodied Mental-State Reasoning for Precision Intervention
- Incumbent Advantage: Brand Bias and Cognitive Manipulation Dynamics in LLM Recommendation Systems