5 citations · 5 across the 7 of their papers we have counts for
3 papers · 1 filter
A Systems Theoretic Approach to Online Machine Learning
Anli du Preez, Peter A. Beling, Tyler Cody
The machine learning formulation of online learning is incomplete from a systems theoretic perspective. Typically, machine learning research emphasizes domains and tasks, and a pro…
Active Learning with Combinatorial Coverage
Sai Prathyush Katragadda, Tyler Cody, Peter Beling +1
Active learning is a practical field of machine learning that automates the process of selecting which data to label. Current methods are effective in reducing the burden of data l…
Comparison of Multi-agent and Single-agent Inverse Learning on a Simulated Soccer Example
Xiaomin Lin, Peter A. Beling, Randy Cogill
We compare the performance of Inverse Reinforcement Learning (IRL) with the relative new model of Multi-agent Inverse Reinforcement Learning (MIRL). Before comparing the methods, w…