Reinforcement learning in a nutshell. - Verena Heidrich-Meisner; Martin Lauer; Christian Igel; Martin A. Riedmiller (ESANN, 2007)

Similarities and differences between policy gradient methods and evolution strategies. - Verena Heidrich-Meisner; Christian Igel (ESANN, 2008)

Variable Metric Reinforcement Learning Methods Applied to the Noisy Mountain Car Problem. - Verena Heidrich-Meisner; Christian Igel (EWRL, 2008)

Evolution Strategies for Direct Policy Search. - Verena Heidrich-Meisner; Christian Igel (PPSN, 2008)

Shark. - Christian Igel; Verena Heidrich-Meisner; Tobias Glasmachers (J. Mach. Learn. Res., 2008)

Uncertainty handling CMA-ES for reinforcement learning. - Verena Heidrich-Meisner; Christian Igel (GECCO, 2009)

Hoeffding and Bernstein races for selecting policies in evolutionary direct policy search. - Verena Heidrich-Meisner; Christian Igel (ICML, 2009)

Neuroevolution strategies for episodic reinforcement learning. - Verena Heidrich-Meisner; Christian Igel (J. Algorithms, 2009)

Interview with Richard S. Sutton. - Verena Heidrich-Meisner (Künstliche Intell., 2009)

Non-linearly increasing resampling in racing algorithms. - Verena Heidrich-Meisner; Christian Igel (ESANN, 2011)