Online Energy Management in Commercial Buildings using Deep Reinforcement Learning. - Avisek Naug; Ibrahim Ahmed 005; Gautam Biswas (SMARTCOMP, 2019)

Comparison of Model Predictive and Reinforcement Learning Methods for Fault Tolerant Control. - Ibrahim Ahmed 005; Hamed Khorasgani; Gautam Biswas (CoRR, 2020)

Fault-Tolerant Control of Degrading Systems with On-Policy Reinforcement Learning. - Ibrahim Ahmed 005; Marcos Quiñones-Grueiro; Gautam Biswas (CoRR, 2020)

Complementary Meta-Reinforcement Learning for Fault-Adaptive Control. - Ibrahim Ahmed 005; Marcos Quiñones-Grueiro; Gautam Biswas (CoRR, 2020)

Performance-Weighed Policy Sampling for Meta-Reinforcement Learning. - Ibrahim Ahmed 005; Marcos Quiñones-Grueiro; Gautam Biswas (CoRR, 2020)

Transfer reinforcement learning for fault-tolerant control by re-using optimal policies. - Ibrahim Ahmed 005; Marcos Quiñones-Grueiro; Gautam Biswas (SysTol, 2021)

Model-Based Adaptation for Sample Efficient Transfer in Reinforcement Learning Control of Parameter-Varying Systems. - Ibrahim Ahmed 005; Marcos Quiñones-Grueiro; Gautam Biswas (CoDIT, 2023)

A Reinforcement Learning Approach for Robust Supervisory Control of UAVs Under Disturbances. - Ibrahim Ahmed 005; Marcos Quiñones-Grueiro; Gautam Biswas (CoRR, 2023)