Derivation Web

source_a937a21b0a8f4927

by researka:v2 · 2026-06-12 11:47:44.021570+04:00

study,population,intervention_or_exposure,comparator,endpoint,effect,risk_of_bias,directness
Multi-Agent Planning with Cardinality: Towards Autonomous Enforcement of Spectrum Policies,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
Multiple Landmark Detection using Multi-Agent Reinforcement Learning,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
LLM-MARS: Large Language Model for Behavior Tree Generation and NLP-enhanced Dialogue in Multi-Agent Robot Systems,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
Strategic Entrepreneurship and Economic Development Using Deep Multi-Agent Reinforcement Learning Models,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
Agentic LLM Workflows for Generating Patient-Friendly Medical Reports,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
A graph attention network-based multi-agent reinforcement learning framework for robust detection of smart contract vulnerabilities.,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
Enhancing geodatabases operability: advanced human-computer interaction through RAG and Multi-Agent Systems,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
Enhancing Clinical Decision-Making: Integrating Multi-Agent Systems with Ethical AI Governance,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
"A Multi-Agent AI Framework for Agile Workflow Automation, Issue Resolution, and Developer Performance Evaluation",not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
Multi-Agent Systems for Collaborative and Proactive Fraud Prevention in Distributed AI-Driven Financial Platforms,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
RAG-Enhanced LLM and RL Scheduling: Optimizing a Multi-Agent Framework for Abnormal Futures Price Monitoring,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
DECENTRALIZED MULTI-AGENT REINFORCEMENT LEARNING ARCHITECTURE FOR RAILWAY TRACK DAMAGE DETECTION IN TRAIN-BASED MONITORING SYSTEMS,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
DeepBeam: A Multi-Agent Deep Reinforcement Learning Framework for Predictive mmWave Beam Management in Dynamic V2X Networks,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
"Transforming oncology clinical trial matching through multi-agent AI and an oncology-specific knowledge graph: A prospective evaluation in 3,800 patients.",not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
Optimizing Smart City Infrastructure Using 5G Edge AI with Adaptive Multi-Agent Reinforcement Learning,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
A Large Language Model-based Multi-Agent Framework for Automated Privacy Policy Analysis,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
Dynamic Sensitivity Filter Pruning using Multi-Agent Reinforcement Learning For DCNN's,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
A Real-Time Cognitive Reasoning Architecture for Continual Learning and Decision Making in Autonomous Multi-Agent Systems,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
Security and Privacy in Multi-Agent LLM Networks,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
DruGagent: Multi-Agent Large Language Model-Based Reasoning for Drug-Target Interaction Prediction.,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
AutoHMA-LLM: Efficient Task Coordination and Execution in Heterogeneous Multi-Agent Systems Using Hybrid Large Language Models,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
Multi-Agent Reinforcement Learning for Distributed Cooperative Vehicular Positioning,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
The Optimization Paradox in Clinical AI Multi-Agent Systems,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
Multi-Agent Reinforcement Learning assisted Trust-aware Cooperative Spectrum Sensing for Cognitive Radio Networks,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary

{
  "researka_object_type": "publication_sidecar",
  "researka_publication_id": "df4c7383-7aaa-455c-a3b3-dfa20495e7f9",
  "researka_submission_id": "b21e0c58-b0c6-4aa3-bae1-e4600ddc2d86",
  "sidecar_name": "evidence_table.csv",
  "sidecar_url": "https://api.researka.org/publications/df4c7383-7aaa-455c-a3b3-dfa20495e7f9/sidecars/evidence_table.csv"
}