Théophile Champion

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Generalized Belief Propagation

Message Passing

Probabilistic Inference

Top Venues

Neural Networks

Publications

Théophile Champion, Howard Bowman, Dimitrije Markovic, Marek Grzes
Reframing the Expected Free Energy: Four Formulations and a Unification. CoRR (2024)
Théophile Champion, Marek Grzes, Lisa Bonheme, Howard Bowman
Deconstructing deep active inference. CoRR (2023)
Théophile Champion, Marek Grzes, Howard Bowman
Multi-Modal and Multi-Factor Branching Time Active Inference. CoRR (2022)
Théophile Champion, Howard Bowman, Marek Grzes
Branching time active inference: Empirical study and complexity class analysis. Neural Networks 152 (2022)
Théophile Champion, Lancelot Da Costa, Howard Bowman, Marek Grzes
Branching Time Active Inference: The theory and its generality. Neural Networks 151 (2022)
Théophile Champion, Marek Grzes, Howard Bowman
Branching Time Active Inference with Bayesian Filtering. Neural Comput. 34 (10) (2022)
Théophile Champion, Marek Grzes, Howard Bowman
Realising Active Inference in Variational Message Passing: the Outcome-blind Certainty Seeker. CoRR (2021)
Théophile Champion, Howard Bowman, Marek Grzes
Branching Time Active Inference: empirical study and complexity class analysis. CoRR (2021)
Théophile Champion, Lancelot Da Costa, Howard Bowman, Marek Grzes
Branching Time Active Inference: the theory and its generality. CoRR (2021)
Théophile Champion, Marek Grzes, Howard Bowman
Realizing Active Inference in Variational Message Passing: The Outcome-Blind Certainty Seeker. Neural Comput. 33 (10) (2021)
Théophile Champion, Marek Grzes, Howard Bowman
Branching Time Active Inference with Bayesian Filtering. CoRR (2021)