tomekkorbak / active-inference
A toy model of Friston's active inference in Tensorflow
☆39Updated 7 years ago
Related projects ⓘ
Alternatives and complementary repositories for active-inference
- Reinforcement Learning through Active Inference☆67Updated 4 years ago
- Deep active inference agents using Monte-Carlo methods☆84Updated 3 years ago
- 🧊 🚩Comparison of active inference, q-learning and bayesian rl using modified FrozenLake environment☆35Updated 4 years ago
- neuronal message passing☆17Updated 6 years ago
- Repository for "Learning action-oriented models through active inference"☆12Updated 4 years ago
- ☆29Updated 5 years ago
- Active inference implementation of dynamic multi-armed bandits☆18Updated 10 months ago
- An exploration of the free energy principle using deep reinforcement learning☆47Updated 6 years ago
- A repository for major/influential FEP and active inference papers.☆178Updated 3 years ago
- Code for "Biologically plausible learning in recurrent neural networks", Miconi et al. eLife 2017☆35Updated 5 years ago
- Modeling agents with probabilistic programs☆66Updated 5 years ago
- Free Energy Principle and Active Inference tutorials for newbies☆41Updated 4 years ago
- ☆35Updated 2 years ago
- Tutorials on learning and using successor representations.☆50Updated 5 years ago
- Code for the paper Deep Active Inference as Variational Policy Gradients.☆24Updated 4 years ago
- Deep Successor Representation☆18Updated 6 years ago
- ☆16Updated 6 years ago
- A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)☆14Updated 4 years ago
- Code and data for People construct simplified mental representations to plan☆21Updated last year
- ☆13Updated 2 years ago
- Supplementary scripts for Step-by-step active inference modelling tutorial☆101Updated last month
- Python implementation of Bayesian Program Learning tools (with PyTorch)☆71Updated 2 years ago
- General framework for Bayesian inversion of continuous hierarchical models☆10Updated 3 years ago
- Predictive coding in Python☆64Updated 7 months ago
- Lanugage of Thought (LOT) models in Python.☆34Updated 4 years ago
- A repository collating interesting and/or influential predictive coding papers☆58Updated 3 years ago
- Implementation of the two-step-task as described in "Prefrontal cortex as a meta-reinforcement learning system" and "Learning to Reinforc…☆57Updated 5 years ago
- Modular Object-Oriented Games (MOOG): Python-based game engine for reinforcement learning, psychology, and neurophysiology.☆33Updated last year
- Tutorial material on active Bayesian inference from the Computational Psychiatry Conference in Zurich 2018☆31Updated 4 years ago
- ☆71Updated 3 years ago