schwartenbeckph / Mechanisms_Exploration_PaperLinks
Code for simulations in "Computational mechanisms of curiosity and goal-directed exploration"
☆10Updated 5 years ago
Alternatives and similar repositories for Mechanisms_Exploration_Paper
Users that are interested in Mechanisms_Exploration_Paper are comparing it to the libraries listed below
Sorting:
- Tutorial material on active Bayesian inference from the Computational Psychiatry Conference in Zurich 2018☆32Updated 5 years ago
- Active inference implementation of dynamic multi-armed bandits☆19Updated last year
- neuronal message passing☆17Updated 6 years ago
- Recurrent state-space models for decision making☆30Updated 2 years ago
- Code accompanying the paper: Mattar, M. G., & Daw, N. D. (2018). Prioritized memory access explains planning and hippocampal replay. bioR…☆29Updated 7 years ago
- ☆13Updated 2 years ago
- ☆33Updated 8 years ago
- Neural Optimal Feedback Control☆11Updated 3 years ago
- Code and data for People construct simplified mental representations to plan☆23Updated last year
- Tree-structured recurrent switching linear dynamical systems☆36Updated 4 years ago
- The COntextual INference (COIN) model☆22Updated 10 months ago
- 🧊 🚩Comparison of active inference, q-learning and bayesian rl using modified FrozenLake environment☆34Updated 5 years ago
- Flexible modulation of sequence generation in the entorhinal-hippocampal system.☆13Updated 3 years ago
- ☆39Updated 2 years ago
- Models of Sequential Decision-Making☆49Updated 5 months ago
- General framework for Bayesian inversion of continuous hierarchical models☆10Updated 3 years ago
- Black box variational inference for state space models☆2Updated 9 years ago
- Reinforcement learning tutorial☆24Updated 7 years ago
- Code for Galgali et al, 2023☆13Updated 2 years ago
- Repository for "Learning action-oriented models through active inference"☆12Updated 5 years ago
- Predictive coding in Python☆66Updated last year
- repository for grid cell network code☆63Updated 2 years ago
- ☆38Updated last year
- PyTorch implementation of Episodic Meta Reinforcement Learning on variants of the "Two-Step" task. Reproduces the results found in three …☆35Updated 4 years ago
- Official code for Conformal Isometry of Lie Group Representation in Recurrent Network of Grid Cells (NeurIPS workshop on Symmetry and Geo…☆11Updated 2 years ago
- Code for "Biologically plausible learning in recurrent neural networks", Miconi et al. eLife 2017☆37Updated 6 years ago
- Code for the paper Deep Active Inference as Variational Policy Gradients.☆24Updated 5 years ago
- Matlab exercises with solutions to implement and visualise concepts from Sara Solla's talk on World Wide Neuro (Apr 29, 2020)☆20Updated 4 years ago
- Mental state inference from observable behavior☆15Updated 3 years ago
- Bayesian model reduction for probabilistic machine learning☆11Updated 2 months ago