2 citations · 4 across the 6 of their papers we have counts for
3 papers · 1 filter
Detecting and Accommodating Novel Types and Concepts in an Embodied Simulation Environment
Sadaf Ghaffari, Nikhil Krishnaswamy
In this paper, we present methods for two types of metacognitive tasks in an AI system: rapidly expanding a neural classification model to accommodate a new category of object, and…
Automated Code Extraction from Discussion Board Text Dataset
Sina Mahdipour Saravani, Sadaf Ghaffari, Yanye Luther +2
This study introduces and investigates the capabilities of three different text mining approaches, namely Latent Semantic Analysis, Latent Dirichlet Analysis, and Clustering Word V…
Exploiting Embodied Simulation to Detect Novel Object Classes Through Interaction
Nikhil Krishnaswamy, Sadaf Ghaffari
In this paper we present a novel method for a naive agent to detect novel objects it encounters in an interaction. We train a reinforcement learning policy on a stacking task given…