Adrian Sosic

Policy recognition via expectation maximization

Learning from Demonstrations (LfD) has proven to be a powerful concept for solving optimal control problems in high-dimensional state spaces where demonstrations can be used to facilitate the search for efficient control policies. However, many existing LfD approaches suffer from either theoretical,…