1 code implementation • 19 Mar 2024 • Aswin Paul, Takuya Isomura, Adeel Razi
Given the rapid advancement of artificial intelligence, understanding the foundations of intelligent behaviour is increasingly important.
no code implementations • 6 Dec 2023 • Karl J. Friston, Tommaso Salvatori, Takuya Isomura, Alexander Tschantz, Alex Kiefer, Tim Verbelen, Magnus Koudahl, Aswin Paul, Thomas Parr, Adeel Razi, Brett Kagan, Christopher L. Buckley, Maxwell J. D. Ramstead
First, we simulate the aforementioned in vitro experiments, in which neuronal cultures spontaneously learn to play Pong, by implementing nested, free energy minimising processes.
1 code implementation • 2 Jul 2023 • Aswin Paul, Noor Sajid, Lancelot Da Costa, Adeel Razi
Despite being recognized as neurobiologically plausible, active inference faces difficulties when employed to simulate intelligent behaviour in complex environments due to its computational cost and the difficulty of specifying an appropriate target distribution for the agent.
1 code implementation • 27 Aug 2021 • Aswin Paul, Noor Sajid, Manoj Gopalkrishnan, Adeel Razi
Active inference has emerged as an alternative approach to control problems given its intuitive (probabilistic) formalism.