Constitutes proceedings of the 20th Conference of the Canadian Society for Computational Studies of Intelligence, Canadian AI 2007, held in Montreal, Canada, in May 2007. This book covers agents, bioinformatics, classification, constraint satisfaction, data mining, knowledge representation & reasoning, learning, natural language, & planning.