Confidence Calibration and Rationalization for LLMs via Multi-Agent Deliberation.
Ruixin YangDheeraj RajagopalShirley Anugrah HayatiBin HuDongyeop KangPublished in: CoRR (2024)
Keyphrases
- multi agent
- camera calibration
- multi agent systems
- high confidence
- cooperative
- camera parameters
- confidence measure
- agent oriented
- reinforcement learning
- intelligent agents
- multiple agents
- confidence level
- camera network
- single agent
- agent communication
- confidence values
- team formation
- multi agent coordination
- hand eye coordination
- multi agent based simulation
- decision theoretic
- agent architecture
- d scene
- machine learning
- calibration method
- real time
- error analysis
- intrinsic parameters
- gaze estimation
- autocalibration
- coalition formation
- focal length
- heterogeneous agents
- small animal
- dynamic environments