Projective Simulation

Projective simulation encompasses a range of techniques leveraging projective geometry and related mathematical frameworks to model and analyze complex systems. Current research focuses on applications such as mitigating bias in language models, enhancing explainability in AI through multi-excitation projective simulation and hypergraph representations, and improving efficiency in computer vision and animation tasks via projective dynamics. These methods offer improved interpretability, efficiency, and robustness in various fields, impacting areas like AI ethics, computer graphics, and robotics.