Kathryn Merrick

Hierarchical Deep Reinforcement Learning for Continuous Action Control

Zhaoyang Yang, Kathryn Merrick, Lianwen Jin et al. · IEEE Transactions on Neural Networks and Learning Systems · 2018 · 196 citations · Full text

Artificial Intelligence, Engineering, Deep Reinforcement Learning +13

An Empirical Evaluation of Puzzle-Based Learning as an Interest Approach for Teaching Introductory Computer Science

Kathryn Merrick · IEEE Transactions on Education · 2010 · 62 citations

Introductory Computer, Stem Education, Mathematics Education +12

Multi-Task Deep Reinforcement Learning for Continuous Action Control

Zhaoyang Yang, Kathryn Merrick, Hussein A. Abbass et al. · 2017 · 59 citations · Full text

Artificial Intelligence, Multiple Tasks, Engineering +14

Motivated reinforcement learning for non-player characters in persistent computer game worlds

Kathryn Merrick, Mary Lou Maher · 2006 · 57 citations

Artificial Intelligence, Game Ai, Engineering +20

A Comparative Study of Value Systems for Self-Motivated Exploration and Learning by Robots

Kathryn Merrick · IEEE Transactions on Autonomous Mental Development · 2010 · 55 citations

Artificial Intelligence, Engineering, Agent Decision-making +22