Tim de Bruin

Reinforcement learning for control: Performance, stability, and deep approximators

Lucian Buşoniu, Tim de Bruin, Domagoj Tolić et al. · Annual Reviews in Control · 2018 · 432 citations · Full text

Deep Approximators, Deep Reinforcement Learning, Learning Control

Railway Track Circuit Fault Diagnosis Using Recurrent Neural Networks

Tim de Bruin, K. Verbert, Robert Babuška · IEEE Transactions on Neural Networks and Learning Systems · 2016 · 310 citations

Fault Diagnosis, Convolutional Neural Network, Engineering +18

Integrating State Representation Learning Into Deep Reinforcement Learning

Tim de Bruin, Jens Kober, Karl Tuyls et al. · IEEE Robotics and Automation Letters · 2018 · 117 citations

Artificial Intelligence, Engineering, Machine Learning +11

The importance of experience replay database composition in deep reinforcement learning

Tim de Bruin, Jens Kober, Karl Tuyls et al. · Neural Information Processing Systems · 2015 · 82 citations

Artificial Intelligence, Engineering, Machine Learning +11

Experience selection in deep reinforcement learning for control

Tim de Bruin, Jens Kober, Karl Tuyls et al. · Journal of Machine Learning Research · 2018 · 57 citations

Artificial Intelligence, Engineering, Machine Learning +14