Ibrahim Ahmed

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 9

Top Topics

Fault Tolerant Control

Approximate Policy Iteration

Reinforcement Learning

Top Venues

Publications

Ibrahim Ahmed, Marcos Quiñones-Grueiro, Gautam Biswas
Model-based adaptation for sample efficient transfer in reinforcement learning control of parameter-varying systems. CoRR (2023)
Ibrahim Ahmed, Marcos Quiñones-Grueiro, Gautam Biswas
A Reinforcement Learning Approach for Robust Supervisory Control of UAVs Under Disturbances. CoRR (2023)
Ibrahim Ahmed, Marcos Quiñones-Grueiro, Gautam Biswas
Model-Based Adaptation for Sample Efficient Transfer in Reinforcement Learning Control of Parameter-Varying Systems. CoDIT (2023)
Ibrahim Ahmed, Marcos Quiñones-Grueiro, Gautam Biswas
Transfer reinforcement learning for fault-tolerant control by re-using optimal policies. SysTol (2021)
Ibrahim Ahmed, Marcos Quiñones-Grueiro, Gautam Biswas
Fault-Tolerant Control of Degrading Systems with On-Policy Reinforcement Learning. CoRR (2020)
Ibrahim Ahmed, Marcos Quiñones-Grueiro, Gautam Biswas
Complementary Meta-Reinforcement Learning for Fault-Adaptive Control. CoRR (2020)
Ibrahim Ahmed, Hamed Khorasgani, Gautam Biswas
Comparison of Model Predictive and Reinforcement Learning Methods for Fault Tolerant Control. CoRR (2020)
Ibrahim Ahmed, Marcos Quiñones-Grueiro, Gautam Biswas
Performance-Weighed Policy Sampling for Meta-Reinforcement Learning. CoRR (2020)
Avisek Naug, Ibrahim Ahmed, Gautam Biswas
Online Energy Management in Commercial Buildings using Deep Reinforcement Learning. SMARTCOMP (2019)