Kohler, W. The Mentality of Apes (trans Winter, E.) (Liveright, 1976). This book presents the intelligent behavior repertoires of chimpanzees.
Epstein, R., Kirshnit, C. E., Lanza, R. P. & Rubin, L. C. ‘Insight’ in the pigeon: antecedents and determinants of an intelligent performance. Nature 308, 61–62 (1984). This paper reports the sudden acquisition of a problem solution in pigeons by combining pre-learned motor skills.
[DOI: 10.1038/308061a0]
Arthur, W. B. The Nature of Technology: What It is and How It Evolves (Free Press, 2009). This book presents the concept of combinatorial evolution of technology.
Botvinick, M., Wang, J. X., Dabney, W., Miller, K. J. & Kurth-Nelson, Z. Deep reinforcement learning and its neuroscientific implications. Neuron 107, 603–616 (2020). This paper emphasizes the benefits of collaborative efforts between deep reinforcement learning and neuroscience.
[DOI: 10.1016/j.neuron.2020.06.014]
Haarnoja, T. et al. Composable deep reinforcement learning for robotic manipulation. 2018 IEEE International Conf. on Robotics and Automation (ICRA) 6244–6251 (2018). This paper reports a deep reinforcement learning-based theoretical framework for combinatorial policy composition in machines.
