@inproceedings{127497cbca5f4b96b54b69bd5cf458d5,
title = "Graph-based reasoning and reinforcement learning for improving Q/A performance in large knowledge-based systems",
abstract = "Learning to plausibly reason with minimal user intervention could significantly improve knowledge acquisition. We describe how to integrate graph-based heuristic generalization, higher-order knowledge, and reinforcement learning to learn to produce plausible inferences with only small amounts of user training. Experiments on ResearchCyc KB contents show significant improvement in Q/A performance with high accuracy.",
author = "Abhishek Sharma and Forbus, {Kenneth D}",
year = "2010",
language = "English (US)",
isbn = "9781577354840",
series = "AAAI Fall Symposium - Technical Report",
publisher = "AI Access Foundation",
pages = "96--101",
booktitle = "Commonsense Knowledge - Papers from the AAAI Fall Symposium, Technical Report",
note = "2010 AAAI Fall Symposium ; Conference date: 11-11-2010 Through 13-11-2010",
}