Aswin Paul

According to our database, Aswin Paul authored at least 7 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Simulating Biological Intelligence: Active Inference with Experiment-Informed Generative Model.

Aswin Paul, Moein Khajehnejad, Forough Habibollahi, Brett J. Kagan, Adeel Razi

CoRR, August, 2025

Active Inference and Intentional Behavior.

Karl J. Friston, Tommaso Salvatori, Takuya Isomura, Alexander Tschantz, Alex B. Kiefer, Tim Verbelen, Magnus T. Koudahl, Aswin Paul, Thomas Parr, Adeel Razi, Brett J. Kagan, Christopher L. Buckley, Maxwell J. D. Ramstead

Neural Comput., 2025

2024

On Predictive Planning and Counterfactual Learning in Active Inference.

Aswin Paul, Takuya Isomura, Adeel Razi

Entropy, June, 2024

On efficient computation in active inference.

Aswin Paul, Noor Sajid, Lancelot Da Costa, Adeel Razi

Expert Syst. Appl., 2024

Biological Neurons Compete with Deep Reinforcement Learning in Sample Efficiency in a Simulated Gameworld.

Moein Khajehnejad, Forough Habibollahi, Aswin Paul, Adeel Razi, Brett J. Kagan

CoRR, 2024

2023

Active Inference and Intentional Behaviour.

Karl J. Friston, Tommaso Salvatori, Takuya Isomura, Alexander Tschantz, Alex B. Kiefer, Tim Verbelen, Magnus T. Koudahl, Aswin Paul, Thomas Parr, Adeel Razi, Brett J. Kagan, Christopher L. Buckley, Maxwell J. D. Ramstead

CoRR, 2023

2021

Active Inference for Stochastic Control.

Aswin Paul, Noor Sajid, Manoj Gopalkrishnan, Adeel Razi

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021