Optimal Sequential Decision-Making in Geosteering: A Reinforcement Learning Approach. - Ressi Bonti Muhammad; Sergey Alyaev; Reidar Brumer Bratvold (CoRR, 2023)

High-Precision Geosteering via Reinforcement Learning and Particle Filters. - Ressi Bonti Muhammad; Apoorv Srivastava; Sergey Alyaev; Reidar Brumer Bratvold; Daniel M. Tartakovsky (CoRR, 2024)

Uncertainty-Aware Well Placement: Simulator-Verified Dual-Network Reinforcement Learning Approach Meets Particle Filters. - Hibat Errahmen Djecta; Sergey Alyaev; Kristian Fossum; Reidar B. Bratvold; Ressi Bonti Muhammad; Apoorv Srivastava (ICCS (Workshops 1), 2025)