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Malcolm Heywood is a Professor at Dalhousie University in the Faculty of Computer Science. He completed his PhD at the University of Essex in 1994. His research interests focus on various aspects of artificial intelligence, particularly in the areas of genetic programming, coevolution, reinforcement learning, partial observability, and internal state dynamics. At Dalhousie, he leads the NIMS Lab, where he explores innovative approaches to these topics and collaborates on projects that implement advanced computational techniques for problem-solving. Heywood is known for his contributions to academic literature in artificial intelligence and has supervised numerous graduate students in their research endeavors. His work continues to influence the field of computer science and fosters a deeper understanding of complex systems.