AidanRocke / Free_Energy_experimentsLinks
An exploration of the free energy principle using deep reinforcement learning
☆46Updated 7 years ago
Alternatives and similar repositories for Free_Energy_experiments
Users that are interested in Free_Energy_experiments are comparing it to the libraries listed below
Sorting:
- Implementation of the two-step-task as described in "Prefrontal cortex as a meta-reinforcement learning system" and "Learning to Reinforc…☆57Updated 6 years ago
- A toy model of Friston's active inference in Tensorflow☆41Updated 8 years ago
- Code for "Biologically plausible learning in recurrent neural networks", Miconi et al. eLife 2017☆37Updated 6 years ago
- ☆30Updated 6 years ago
- Tutorials on learning and using successor representations.☆53Updated 5 years ago
- Predictive coding in Python☆69Updated last year
- Python package that implements Continuous Time Recurrent Neural Networks (CTRNNs)☆44Updated 4 years ago
- Modular Object-Oriented Games (MOOG): Python-based game engine for reinforcement learning, psychology, and neurophysiology.☆37Updated last month
- Deep learning in a spiking neural network using segregated dendrites.☆84Updated 8 years ago
- ☆115Updated last year
- Code accompanying the paper: Mattar, M. G., & Daw, N. D. (2018). Prioritized memory access explains planning and hippocampal replay. bioR…☆31Updated 7 years ago
- Implementation of the supervised learning experiments in Vector-based navigation using grid-like representations in artificial agents, as…☆255Updated 5 years ago
- ☆16Updated 7 years ago
- Free Energy Principle and Active Inference tutorials for newbies☆49Updated 4 years ago
- 2019 talk at GECCO☆68Updated 6 years ago
- Materials for webppl tutorial☆54Updated 4 years ago
- An ongoing collection of ipython notebooks on neuroscience from xcorr: computational neuroscience.☆78Updated 3 years ago
- A repository for major/influential FEP and active inference papers.☆208Updated 4 years ago
- neuronal message passing☆18Updated 6 years ago
- Understanding computation in artificial and biological recurrent networks through the lens of dynamical systems.☆387Updated 4 years ago
- Deep active inference agents using Monte-Carlo methods☆92Updated 4 months ago
- Python implementation of Bayesian Program Learning tools (with PyTorch)☆74Updated 3 years ago
- A library for neuroscience-inspired navigation and decision making research.☆209Updated 8 months ago
- Responses of 10,000 neurons to 2,800 natural images☆72Updated 6 years ago
- Code and data for People construct simplified mental representations to plan☆23Updated last year
- Flexible modulation of sequence generation in the entorhinal-hippocampal system.☆13Updated 3 years ago
- ☆35Updated 8 years ago
- ☆98Updated 7 years ago
- ☆84Updated 4 years ago
- NYU PSYCH-GA 3405.002 / DS-GS 3001.006 : Computational cognitive modeling☆205Updated last year