Works (2)
Updated: July 5th, 2023 15:41
2015 article
Learning behaviors via human-delivered discrete feedback: modeling implicit feedback strategies to speed up learning
Loftin, R., Peng, B., MacGlashan, J., Littman, M. L., Taylor, M. E., Huang, J., & Roberts, D. L. (2015, February 12). Autonomous Agents and Multi-Agent Systems.
author keywords: Learning from feedback; Reinforcement learning; Bayesian inference; Interactive learning; Machine learning; Human-computer interaction
topics (OpenAlex): Reinforcement Learning in Robotics; Mobile Crowdsensing and Crowdsourcing; Artificial Intelligence in Games
TL;DR:
A probabilistic model of trainer feedback is presented that describes how a trainer chooses to provide explicit reward and/or explicit punishment and two novel learning algorithms are developed which take trainer strategy into account, and can therefore learn from cases where no feedback is provided.
(via Semantic Scholar)
Source: Web Of Science
Added: August 6, 2018
2014 article
Toward Cyber-Enhanced Working Dogs for Search and Rescue
Bozkurt, A., Roberts, D. L., Sherman, B. L., Brugarolas, R., Mealin, S., Majikes, J., … Loftin, R. (2014, October 1). IEEE Intelligent Systems, Vol. 29, pp. 32–39.
topics (OpenAlex): Robotics and Automated Systems; Context-Aware Activity Recognition Systems; IoT-based Smart Home Systems
TL;DR:
The authors introduce the fundamental building blocks for a cyber-enabled, computer-mediated communication platform to connect human and canine intelligence to achieve a new generation of Cyber-Enhanced Working Dog (CEWD).
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: August 6, 2018