Reinforcement learning

Claudia R. Binder, a Swiss, Canadian and Colombian citizen, was born in Montreal and spent most of her childhood in Switzerland and Colombia. She studied at ETH Zurich from 1985 to 1996, earning a degree in biochemistry and then a PhD in environmental sciences. After conducting her post-doctoral research at the University of Maryland in the US from 1996 to 1998, she returned to Switzerland and took a position as a senior research scientist at ETH Zurich, studying the interaction between human and environmental systems at the Institute for Natural and Social Science Interface. In 2006, Binder joined the University of Zurich as an assistant professor in the Department of Geography, and in 2009 moved to the University of Graz in Austria where she served as a full professor of systems science. In 2011, she took a position at the University of Munich’s Department of Geography as a full professor of human-environment relations. Binder joined EPFL in March 2016 and set up the Laboratory for Human-Environment Relations in Urban Systems (HERUS) at ENAC; she also holds the La Mobilière Chair on Urban Ecology and Sustainable Living. Her research involves analyzing, modelling and assessing the transition of urban systems towards sustainability. She looks in particular at how we can better understand the dynamics of urban metabolism, what characterizes a sustainable city, and what drives and hinders transformation processes. She does so by combining knowledge from social, natural and data science. Her research focuses on food, energy, and sustainable living and transport in urban systems. In Switzerland, Binder was appointed to the Research Council, Programs Division of the Swiss National Science Foundation (SNSF) in 2016 and serves on the Steering Committee of the SNSF’s National Research Program 71, “Managing Energy Consumption” and the Swiss Competence Centers for Energy Research (SCCER). She is also a member of the Steering Board on Sustainability Research for the Swiss Academies of Arts and Sciences. In 2019, she was elected as a member of the University Council of the University of Munich (LMU). At EPFL, Binder is the academic director of Design Together, a cross-disciplinary teaching initiative. She was appointed to the management team of the Energy Center in 2018 and as head of the working group on EPFL’s energy and sustainability strategy in 2019.

ACADEMIC POSITION: Professor, Director of the Laboratory of Behavioral Genetics, Brain Mind Institute, Ecole Polytechnique Federale de Lausanne (EPFL), Switzerland. EDUCATION: • BS MS Salamanca, Spain, 1984 • PhD Cajal Institute, CSIC, and University Autonoma of Madrid, Spain, 1988 PROFESSIONAL EXPERIENCE: • Postdoc at INSERM, Bordeaux, France, and Cajal Institute Madrid, Spain, 1989-1990 • Postdoc at the Open University, UK, 1991-1992, 1996 • Research Associate, Cajal Institute, CSIC, Madrid, 1993-1995 • Associate Professor Tenured, UNED University, Madrid, 1996-2003 • Sabbatical Professor, University of Bern, Switzerland, 2002-2003 • Assistant Professor Tenure-Track, EPFL, 2003-2007 • Associate Professor Tenured, EPFL, 2007-2012 • Full Professor, EPFL, 2012- • Director, Brain Mind Institute, EPFL, 2012- PRINCIPAL BOARDS: • President, European Brain and Behavior Society (EBBS), 2009-2012 • Editor-in-Chief “Frontiers in Behavioral Neuroscience” • Member of Scientific Advisory Panel, European College Neuropsychopharmacology (ECNP) • Member of the European Dana Alliance for the Brain (EDAB) • Associate Editor “Frontiers in Neuroscience” • Editorial Board Member “Neurobiology of Learning and Memory” • Editorial Board Member “Journal of Psychiatry Research” • Editorial Board Member “Stress” • Editorial Board Member “Biology of Mood and Anxiety Disorders” • Editorial Board Member “Neuroscience and Biobehavioral Reviews”