Colin Bellinger

1. Scientific Discovery and the Cost of Measurement -- Balancing Information and Cost in Reinforcement Learning
   2021/12/14 by Colin Bellinger, Andriy Drozdyuk, Bellinger, Colin +5 · 2 citations
   Computer Science · Materials Science · Engineering · #Software Engineering Research #Machine Learning in Materials Science #Fuel Cells and Related Materials
2. Deep Policy Gradient Methods Without Batch Updates, Target Networks, or Replay Buffers
   2024/11/22 by Gautham Vasan, Vasan, Gautham, Mohamed Elsayed +13 · 2 citations
   Computer Science · #Advanced Data Storage Technologies #Age of Information Optimization #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Robotics (cs.RO) #Stochastic Gradient Optimization Techniques #Systems and Control (eess.SY) #electronic engineering #information engineering
3. Next-Generation Satellite IoT Networks: A HAPS-Enabled Solution to Enhance Optical Data Transfer
   2024/08/17 by Ethan Fettes, Fettes, Ethan, Pablo G. Madoery +13 · 1 citation
   Computer Science · Engineering · #Cloud Computing and Resource Management #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Networking and Internet Architecture (cs.NI) #Satellite Communication Systems
4. Rethinking the Suitability of Reinforcement Learning Algorithms Under Practical Transfer Constraints
   2026/07/19 by Hany Hamed, Abhishek Naik, Colin Bellinger +1
   #cs.LG #cs.RO