conorheins / collective_motion_actinf
Code for simulating collective motion from groups of continuous-time and -space active inference agents.
☆39Updated 5 months ago
Related projects ⓘ
Alternatives and complementary repositories for collective_motion_actinf
- A Julia Package for Active Inference☆11Updated this week
- On efficient computation in active inference☆16Updated 5 months ago
- Geometric Dynamic Variational Autoencoders (GD-VAEs) for learning embedding maps for nonlinear dynamics into general latent spaces. This …☆24Updated last year
- General framework for Bayesian inversion of continuous hierarchical models☆10Updated 3 years ago
- Quantify geometric intelligence in natural and artificial brains.☆48Updated last month
- Content of the Active Inference Journal☆34Updated 2 months ago
- Official Implementation of the ICML 2023 paper: "Neural Wave Machines: Learning Spatiotemporally Structured Representations with Locally …☆69Updated last year
- ☆13Updated 2 years ago
- ☆36Updated 2 years ago
- PyPi Package of Self-Organizing Recurrent Neural Networks (SORN) and Neuro-robotics using OpenAI Gym☆34Updated 2 months ago
- Cellular Automata Accelerated in JAX☆68Updated last week
- Support material for MAT6115, Université de Montréal, Fall 2018☆25Updated 10 months ago
- A C++ implementation of active inference for POMDPs☆19Updated 7 months ago
- PyVBMC: Variational Bayesian Monte Carlo algorithm for posterior and model inference in Python☆113Updated last week
- Free Energy Principle and Active Inference tutorials for newbies☆41Updated 3 years ago
- Predictive coding in Python☆63Updated 7 months ago
- repo for code for paper on general theory associative memory models☆17Updated 2 years ago
- Scalable Convex Neural Networks☆21Updated 6 months ago
- Implementation/simulation of active neural generative coding (ANGC) for training neurobiologically-plausible active inference agent model…☆15Updated 8 months ago
- Animal-AI supports interdisciplinary research to help better understand human, animal, and artificial cognition.☆59Updated 2 weeks ago
- Tutorial material on active Bayesian inference from the Computational Psychiatry Conference in Zurich 2018☆31Updated 4 years ago
- ☆34Updated 2 years ago
- Recursive Bayesian Estimation (Sequential / Online Inference)☆58Updated 6 months ago
- ☆25Updated last month
- Official PyTorch and JAX Implementation of "Harmonics of Learning: Universal Fourier Features Emerge in Invariant Networks"☆32Updated 9 months ago
- ☆43Updated 2 months ago
- A short conceptual replication of "Prefrontal cortex as a meta-reinforcement learning system" in Jax.☆14Updated last year
- Exact OU processes with JAX☆34Updated last month
- Bayesian learning and inference for state space models (SSMs) using Google Research's JAX as a backend☆57Updated 4 months ago
- A State-Space Model with Rational Transfer Function Representation.☆70Updated 5 months ago