tomekkorbak / active-inferenceLinks
A toy model of Friston's active inference in Tensorflow
☆40Updated 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:
- Deep active inference agents using Monte-Carlo methods☆89Updated 3 years ago
- neuronal message passing☆17Updated 6 years ago
- Reinforcement Learning through Active Inference☆72Updated 5 years ago
- 🧊 🚩Comparison of active inference, q-learning and bayesian rl using modified FrozenLake environment☆34Updated 5 years ago
- Active inference implementation of dynamic multi-armed bandits☆19Updated last year
- ☆29Updated 5 years ago
- An exploration of the free energy principle using deep reinforcement learning☆48Updated 7 years ago
- ☆40Updated 2 years ago
- A repository for major/influential FEP and active inference papers.☆194Updated 3 years ago
- Code for "Biologically plausible learning in recurrent neural networks", Miconi et al. eLife 2017☆36Updated 6 years ago
- Predictive coding in Python☆65Updated last year
- Repository for "Learning action-oriented models through active inference"☆12Updated 5 years ago
- Modular Object-Oriented Games (MOOG): Python-based game engine for reinforcement learning, psychology, and neurophysiology.☆35Updated 3 months ago
- ☆38Updated last year
- ☆16Updated 7 years ago
- Lanugage of Thought (LOT) models in Python.☆33Updated 5 years ago
- Code for the paper Deep Active Inference as Variational Policy Gradients.☆24Updated 5 years ago
- Code for simulations in "Computational mechanisms of curiosity and goal-directed exploration"☆10Updated 5 years ago
- ☆13Updated 2 years ago
- Code and data for People construct simplified mental representations to plan☆23Updated last year
- Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686☆137Updated 3 years ago
- Tutorials on learning and using successor representations.☆52Updated 5 years ago
- Train self-modifying neural networks with neuromodulated plasticity☆77Updated 5 years ago
- Supplementary scripts for Step-by-step active inference modelling tutorial☆116Updated 7 months ago
- Free Energy Principle and Active Inference tutorials for newbies☆47Updated 4 years ago
- A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)☆18Updated 4 years ago
- Python implementation of churiso☆18Updated 4 years ago
- A repository collating interesting and/or influential predictive coding papers☆84Updated 3 years ago
- Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"☆156Updated 4 years ago
- Modeling agents with probabilistic programs☆67Updated 5 years ago