2008 |
15 | EE | Jan Hendrik Metzen,
Mark Edgington,
Yohannes Kassahun,
Frank Kirchner:
Analysis of an evolutionary reinforcement learning method in a multiagent domain.
AAMAS (1) 2008: 291-298 |
14 | EE | Yohannes Kassahun,
Jose de Gea,
Mark Edgington,
Jan Hendrik Metzen,
Frank Kirchner:
Accelerating neuroevolutionary methods using a Kalman filter.
GECCO 2008: 1397-1404 |
13 | EE | Jan Hendrik Metzen,
Frank Kirchner,
Mark Edgington,
Yohannes Kassahun:
Towards efficient online reinforcement learning using neuroevolution.
GECCO 2008: 1425-1426 |
12 | EE | Yohannes Kassahun,
Jose de Gea,
Jan Hendrik Metzen,
Mark Edgington,
Frank Kirchner:
EANT+KALMAN: An Efficient Reinforcement Learning Method for Continuous State Partially Observable Domains.
KI 2008: 241-248 |
11 | EE | Malte Römmermann,
Mark Edgington,
Jan Hendrik Metzen,
Jose de Gea,
Yohannes Kassahun,
Frank Kirchner:
Learning Walking Patterns for Kinematically Complex Robots Using Evolution Strategies.
PPSN 2008: 1091-1100 |
10 | EE | Jan Hendrik Metzen,
Mark Edgington,
Yohannes Kassahun,
Frank Kirchner:
Evolving Neural Networks for Online Reinforcement Learning.
PPSN 2008: 518-527 |
9 | EE | Nils T. Siebel,
Gerald Sommer,
Yohannes Kassahun:
Evolutionary Learning of Neural Structures for Visuo-Motor Control.
Computational Intelligence in Medical Informatics 2008: 93-115 |
2007 |
8 | EE | Yohannes Kassahun,
Mark Edgington,
Jan Hendrik Metzen,
Gerald Sommer,
Frank Kirchner:
A common genetic encoding for both direct and indirect encodings of networks.
GECCO 2007: 1029-1036 |
7 | EE | Yohannes Kassahun,
Mark Edgington,
Jose de Gea,
Frank Kirchner:
Exploiting Sensorimotor Coordination for Learning to Recognize Objects.
IJCAI 2007: 883-888 |
6 | EE | Yohannes Kassahun,
Jan Hendrik Metzen,
Jose de Gea,
Mark Edgington,
Frank Kirchner:
A General Framework for Encoding and Evolving Neural Networks.
KI 2007: 205-219 |
5 | EE | Larbi Abdenebaoui,
Elsa A. Kirchner,
Yohannes Kassahun,
Frank Kirchner:
A Connectionist Architecture for Learning to Play a Simulated Brio Labyrinth Game.
KI 2007: 427-430 |
2006 |
4 | EE | Nils T. Siebel,
Yohannes Kassahun:
Learning Neural Networks for Visual Servoing Using Evolutionary Methods.
HIS 2006: 6 |
3 | | Yohannes Kassahun,
Gerald Sommer:
Evolutionary Reinforcement Learning for Simulated Locomotion of a Robot with a Two-link Arm.
IAS 2006: 263-271 |
2005 |
2 | EE | Yohannes Kassahun,
Gerald Sommer:
Automatic Neural Robot Controller Design using Evolutionary Acquisition of Neural Topologies.
AMS 2005: 315-321 |
1 | EE | Yohannes Kassahun,
Gerald Sommer:
Efficient reinforcement learning through Evolutionary Acquisition of Neural Topologies.
ESANN 2005: 259-266 |