| 2012 | ICANN | Learning Parameters of Linear Models in Compressed Parameter Space. | Yohannes Kassahun, Hendrik Whrle, Alexander Fabisch, Marc Tabie |
| 2009 | GECCO | Learning complex robot control using evolutionary behavior based systems. | Yohannes Kassahun, Jakob Schwendner, Jose de Gea, Mark Edgington, Frank Kirchner |
| 2009 | IROS | Dynamic motion modelling for legged robots. | Mark Edgington, Yohannes Kassahun, Frank Kirchner |
| 2008 | GECCO | Accelerating neuroevolutionary methods using a Kalman filter. | Yohannes Kassahun, Jose de Gea, Mark Edgington, Jan Hendrik Metzen, Frank Kirchner |
| 2008 | GECCO | Towards efficient online reinforcement learning using neuroevolution. | Jan Hendrik Metzen, Frank Kirchner, Mark Edgington, Yohannes Kassahun |
| 2008 | KI | EANT+KALMAN: An Efficient Reinforcement Learning Method for Continuous State Partially Observable Domains. | Yohannes Kassahun, Jose de Gea, Jan Hendrik Metzen, Mark Edgington, Frank Kirchner |
| 2008 | PPSN | Evolving Neural Networks for Online Reinforcement Learning. | Jan Hendrik Metzen, Mark Edgington, Yohannes Kassahun, Frank Kirchner |
| 2008 | PPSN | Learning Walking Patterns for Kinematically Complex Robots Using Evolution Strategies. | Malte Rmmermann, Mark Edgington, Jan Hendrik Metzen, Jose de Gea, Yohannes Kassahun, Frank Kirchner |
| 2007 | GECCO | A common genetic encoding for both direct and indirect encodings of networks. | Yohannes Kassahun, Mark Edgington, Jan Hendrik Metzen, Gerald Sommer, Frank Kirchner |
| 2007 | ICMLA | Performance evaluation of EANT in the robocup keepaway benchmark. | Jan Hendrik Metzen, Mark Edgington, Yohannes Kassahun, Frank Kirchner |
| 2007 | IJCAI | Exploiting Sensorimotor Coordination for Learning to Recognize Objects. | Yohannes Kassahun, Mark Edgington, Jose de Gea, Frank Kirchner |
| 2007 | KI | A Connectionist Architecture for Learning to Play a Simulated Brio Labyrinth Game. | Larbi Abdenebaoui, Elsa Andrea Kirchner, Yohannes Kassahun, Frank Kirchner |
| 2007 | KI | A General Framework for Encoding and Evolving Neural Networks. | Yohannes Kassahun, Jan Hendrik Metzen, Jose de Gea, Mark Edgington, Frank Kirchner |
| 2006 | HIS | Learning Neural Networks for Visual Servoing Using Evolutionary Methods. | Nils T. Siebel, Yohannes Kassahun |
| 2006 | IAS | Evolutionary Reinforcement Learning for Simulated Locomotion of a Robot with a Two-link Arm. | Yohannes Kassahun, Gerald Sommer |
| 2005 | ESANN | Efficient reinforcement learning through Evolutionary Acquisition of Neural Topologies. | Yohannes Kassahun, Gerald Sommer |