Gallagher, Marcus

1. Average-reward model-free reinforcement learning: a systematic review and literature mapping
   2020/10/18 by Vektor Dewanto, George Dunn, Dewanto, Vektor +7 · 7 citations
   Computer Science · Engineering · Business, Management and Accounting · #Reinforcement Learning in Robotics #Traffic control and management #Supply Chain and Inventory Management
2. Invariance of Weight Distributions in Rectified MLPs
   2017/11/24 by Russell Tsuchida, Farbod Roosta-Khorasani, Tsuchida, Russell +3 · 4 citations
   Computer Science · Physics and Astronomy · #Neural Networks and Applications #Stochastic Gradient Optimization Techniques #Model Reduction and Neural Networks
3. Graph Neural Network-based Android Malware Classification with Jumping Knowledge
   2022/01/19 by Wai Weng Lo, Lo, Wai Weng, Siamak Layeghy +7 · 4 citations
   Computer Science · #Advanced Malware Detection Techniques #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile and Web Applications #Web Data Mining and Analysis
4. Richer priors for infinitely wide multi-layer perceptrons
   2019/11/29 by Russell Tsuchida, Tsuchida, Russell, Fred Roosta +3 · 2 citations
   Computer Science · #Blind Source Separation Techniques #FOS: Computer and information sciences #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
5. A nearly Blackwell-optimal policy gradient method
   2021/05/28 by Vektor Dewanto, Marcus Gallagher, Dewanto, Vektor +1 · 1 citation
   Computer Science · Decision Sciences · #Reinforcement Learning in Robotics #Advanced Bandit Algorithms Research #Stochastic Gradient Optimization Techniques
6. Examining average and discounted reward optimality criteria in reinforcement learning
   2021/07/03 by Vektor Dewanto, Marcus Gallagher, Dewanto, Vektor +1 · 1 citation
   Business, Management and Accounting · Decision Sciences · #Artificial Intelligence (cs.AI) #Auction Theory and Applications #Decision-Making and Behavioral Economics #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Robotics (cs.RO) #Supply Chain and Inventory Management #Systems and Control (eess.SY) #electronic engineering #information engineering
7. Whole-Body Dynamic Throwing with Legged Manipulators
   2024/10/08 by Humphrey Munn, Brendan Tidd, Munn, Humphrey +5 · 3 citations
   Engineering · #FOS: Computer and information sciences #Muscle activation and electromyography studies #Prosthetics and Rehabilitation Robotics #Robotic Locomotion and Control #Robotics (cs.RO)