gongziyida / Infotaxis
An implementation of infotaxis based on the paper "‘Infotaxis’ as a strategy for searching without gradients"
☆11Updated 5 years ago
Alternatives and similar repositories for Infotaxis:
Users that are interested in Infotaxis are comparing it to the libraries listed below
- code for generating infotaxis trajectories☆18Updated 7 years ago
- Tutorial material on active Bayesian inference from the Computational Psychiatry Conference in Zurich 2018☆31Updated 4 years ago
- Reinforcement learning tutorial☆24Updated 7 years ago
- Recurrent state-space models for decision making☆30Updated 2 years ago
- A Python package to simulate, solve and visualize the source-tracking POMDP☆14Updated 3 months ago
- Neural Optimal Feedback Control☆11Updated 3 years ago
- ☆18Updated 8 years ago
- Code for simulations in "Computational mechanisms of curiosity and goal-directed exploration"☆10Updated 4 years ago
- Models of Sequential Decision-Making☆48Updated 3 months ago
- ☆23Updated 3 years ago
- Neural Networks in Cognitive Science☆14Updated 2 weeks ago
- Simulate Evidence Accumulation Models in Python☆23Updated 3 years ago
- A toolbox for inference of mixture models☆16Updated last year
- Inverse binomial sampling for efficient log-likelihood estimation of simulator models in MATLAB☆32Updated last year
- Active inference implementation of dynamic multi-armed bandits☆19Updated last year
- Dynamic Causal Modelling for MNE and the nipy ecosystem☆20Updated 7 years ago
- ☆13Updated 8 years ago
- The Union of Intersections Framework in Python☆14Updated last week
- Course material for the Advanced Cognitive Modeling class (Master students, Aarhus University)☆14Updated 3 years ago
- Code, data, and tasks for "When does model-based control pay off?" (Kool et al., 2016)☆22Updated 7 years ago
- Tree-structured recurrent switching linear dynamical systems☆36Updated 4 years ago
- Code accompanying the paper: Mattar, M. G., & Daw, N. D. (2018). Prioritized memory access explains planning and hippocampal replay. bioR…☆28Updated 6 years ago
- Tools for serving and storing data from online experiments.☆18Updated last month
- Hierarchical Bayesian estimation and hypothesis testing for delay discounting tasks☆23Updated 7 years ago
- Comparative analysis of pairwise interactions in multivariate time series.☆13Updated 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
- 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
- [PNAS'18] Recurrent computations for visual pattern completion: Classification of occluded images in humans and recurrent neural networks☆20Updated 6 years ago
- ☆20Updated 2 months ago
- PyHGF: A neural network library for predictive coding☆74Updated this week