tomekkorbak / active-inferenceLinks
A toy model of Friston's active inference in Tensorflow
☆41Updated 7 years ago
Alternatives and similar repositories for active-inference
Users that are interested in active-inference are comparing it to the libraries listed below
Sorting:
- An exploration of the free energy principle using deep reinforcement learning☆48Updated 7 years ago
- Code for "Biologically plausible learning in recurrent neural networks", Miconi et al. eLife 2017☆37Updated 6 years ago
- Python implementation of Bayesian Program Learning tools (with PyTorch)☆72Updated 3 years ago
- Lanugage of Thought (LOT) models in Python.☆33Updated 5 years ago
- Modeling agents with probabilistic programs☆67Updated 5 years ago
- Deep active inference agents using Monte-Carlo methods☆89Updated last month
- ☆80Updated 4 years ago
- ☆29Updated 5 years ago
- Train self-modifying neural networks with neuromodulated plasticity☆77Updated 5 years ago
- Code for simulations in "Computational mechanisms of curiosity and goal-directed exploration"☆10Updated 5 years ago
- ☆13Updated 2 years ago
- A repository for major/influential FEP and active inference papers.☆198Updated 4 years ago
- neuronal message passing☆17Updated 6 years ago
- Language of thought library for python 3☆49Updated last year
- Repository for "Learning action-oriented models through active inference"☆12Updated 5 years ago
- 🧊 🚩Comparison of active inference, q-learning and bayesian rl using modified FrozenLake environment☆34Updated 5 years ago
- ☆28Updated 7 years ago
- ☆114Updated last year
- Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686☆139Updated 3 years ago
- Materials for webppl tutorial☆52Updated 3 years ago
- ☆41Updated 2 years ago
- ☆16Updated 7 years ago
- Tutorials on learning and using successor representations.☆52Updated 5 years ago
- Unified notation for Markov Decision Processes PO(MDP)s☆24Updated 7 years ago
- Java framework for experimenting with a 2-D version of the voxel-based soft robots.☆18Updated 2 years ago
- Implementation of https://medium.com/ai-control/alba-an-explicit-proposal-for-aligned-ai-17a55f60bbcf☆27Updated 8 years ago
- Modelling epidemiological dynamics and performing inference in these models☆27Updated 3 years ago
- ☆34Updated 8 years ago
- ☆43Updated 7 years ago
- Support material for MAT6115, Université de Montréal, Fall 2018☆27Updated last year