Algorithmic Learning Theory

The book "Algorithmic Learning Theory" documents the proceedings of the 25th International Conference on Algorithmic Learning Theory, which took place in October 2014 in Bled, Slovenia. This conference brought together leading researchers and practitioners to discuss the latest developments and research findings in the field of algorithmic learning. This volume contains 21 carefully selected and peer-reviewed contributions, drawn from a total of 50 submitted papers. In addition, the book includes four full articles that summarize the invited talks. The contributions are organized into thematic sections covering various aspects of algorithmic learning, including inductive inference, exact learning from queries, reinforcement learning, online learning, as well as statistical learning theory and privacy.