"Task Success" is not Enough: Investigating the Use of Video-Language Models as Behavior Critics for Catching Undesirable Agent Behaviors.
Lin GuanYifan ZhouDenis LiuYantian ZhaHeni Ben AmorSubbarao KambhampatiPublished in: CoRR (2024)
Keyphrases
- language model
- language modeling
- human behavior
- agent behavior
- n gram
- speech recognition
- probabilistic model
- language modelling
- document retrieval
- retrieval model
- video sequences
- information retrieval
- query expansion
- multi agent
- video data
- test collection
- multi agent systems
- video content
- smoothing methods
- ad hoc information retrieval
- video frames
- statistical language models
- vector space model
- relevance model
- document ranking
- language models for information retrieval
- query terms
- language model for information retrieval
- key frames
- multimedia
- term dependencies
- feature selection