Papers
19
Total Citations
1,174
H-Index
9
About
C.J. Harris is a distinguished researcher whose career spans several decades at the intersection of robotics, intelligent control systems, and machine learning. Best known for foundational contributions to adaptive neural network control, Harris authored the seminal 1998 text *Adaptive Neural Network Control of Robotic Manipulators*, which has accumulated over 620 citations and remains a cornerstone reference for researchers tackling the complexities of on-line robot control. His early work in the 1990s on autonomous robot vehicles and real-time intelligent control architectures — garnering over 200 citations combined — helped establish principled frameworks for autonomous systems at a time when the field was still finding its footing. Harris's research has consistently evolved with emerging technologies. His neurofuzzy approaches to robotic gripper control demonstrated a keen interest in hybrid learning paradigms, while more recent contributions explore deep reinforcement learning, including the innovative RL-CycleGAN framework for simulation-to-real transfer and novel off-policy evaluation methods. His involvement in the DELPHIN2 autonomous underwater vehicle project at the University of Southampton reflects an enduring commitment to translating theory into real-world robotic platforms. Across his career, Harris has shaped how intelligent machines learn, adapt, and operate autonomously in complex environments.
Research Focus
Key Achievements
Top Papers
- 1Adaptive Neural Network Control of Robotic Manipulators622 citations · 1998
- 2Autonomous robot vehicles226 citations · 1991
- 3RL-CycleGAN: Reinforcement Learning Aware Simulation-to-Real154 citations · 2020
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- 6Off-Policy Evaluation via Off-Policy Classification15 citations · 2019
- 7Architectures for real-time intelligent control of autonomous vehicles14 citations · 1991
- 8RL-CycleGAN: Reinforcement Learning Aware Simulation-To-Real14 citations · 2020
- 9Off-Policy Evaluation via Off-Policy Classification13 citations · 2019
- 10A Multi-Sensor Fusion System for a Laboratory Based Autonomous Vehicle8 citations · 1993