Meta-learning, social cognition and consciousness in brains and machines.
Neural Networks January 2022 Angela J Langdon, Matthew Botvinick, Hiroyuki Nakahara et al.
The intersection between neuroscience and artificial intelligence (AI) research has created synergistic effects in both fields. While neuroscientific discoveries have inspired the development of AI architectures, new ideas and algorithms from AI research have produced new ways to study brain mechanisms. A well-known example is the case of reinforcement learning (RL), which has stimulated...
DOI: 10.1016/j.neunet.2021.10.004 (opens in new tab)
Full text (opens in new tab)
Consciousness
Meta-learning
Model-based reinforcement learning
Social cognition