Tamblyn, Isaac

1. Active Measure Reinforcement Learning for Observation Cost Minimization
   2020/05/26 by Bellinger, Colin, Coles, Rory, Crowley, Mark +1 · 4 citations
   #68T01 #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
2. Dynamic Observation Policies in Observation Cost-Sensitive Reinforcement Learning
   2023/07/05 by Colin Bellinger, Mark Crowley, Bellinger, Colin +3 · 3 citations
   Computer Science · #68T01 #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #I.2.0 #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
3. Scientific Discovery and the Cost of Measurement -- Balancing Information and Cost in Reinforcement Learning
   2021/12/14 by Colin Bellinger, Bellinger, Colin, Andriy Drozdyuk +5 · 2 citations
   Computer Science · Materials Science · Engineering · #Software Engineering Research #Machine Learning in Materials Science #Fuel Cells and Related Materials
4. Unsupervised Hyperspectral Stimulated Raman Microscopy Image\n Enhancement: Denoising and Segmentation via One-Shot Deep Learning
   2021/04/14 by Pedram Abdolghader, Abdolghader, Pedram, Andrew Ridsdale +13 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Chemistry · Engineering · #Applied Physics (physics.app-ph) #FOS: Electrical engineering #FOS: Physical sciences #Optics (physics.optics) #Photoacoustic and Ultrasonic Imaging #Signal Processing (eess.SP) #Spectroscopy Techniques in Biomedical and Chemical Research #Spectroscopy and Chemometric Analyses #electronic engineering #information engineering
5. Learning stochastic dynamics and predicting emergent behavior using transformers
   2022/02/17 by Corneel Casert, Casert, Corneel, Isaac Tamblyn +3 · 1 citation
   Physics and Astronomy · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Quantum many-body systems #Soft Condensed Matter (cond-mat.soft) #Statistical Mechanics (cond-mat.stat-mech) #Theoretical and Computational Physics
6. Benchmark control problems in nonequilibrium statistical mechanics
   2025/06/18 by Whitelam, Stephen, Casert, Corneel, Engel, Megan +1 · 1 citation
   #FOS: Physical sciences #Statistical Mechanics (cond-mat.stat-mech)