kaiu85 / deepAI_paper
β29Updated 5 years ago
Related projects β
Alternatives and complementary repositories for deepAI_paper
- Deep active inference agents using Monte-Carlo methodsβ84Updated 3 years ago
- π§ π©Comparison of active inference, q-learning and bayesian rl using modified FrozenLake environmentβ35Updated 4 years ago
- Predictive coding in Pythonβ64Updated 7 months ago
- Code for the paper Deep Active Inference as Variational Policy Gradients.β24Updated 4 years ago
- Tutorials on learning and using successor representations.β50Updated 5 years ago
- neuronal message passingβ17Updated 6 years ago
- Repository for "Learning action-oriented models through active inference"β12Updated 4 years ago
- A repository for major/influential FEP and active inference papers.β178Updated 3 years ago
- Tutorial material on active Bayesian inference from the Computational Psychiatry Conference in Zurich 2018β31Updated 4 years ago
- β13Updated 2 years ago
- Free Energy Principle and Active Inference tutorials for newbiesβ41Updated 4 years ago
- Reinforcement Learning through Active Inferenceβ67Updated 4 years ago
- Code and data for People construct simplified mental representations to planβ21Updated last year
- β35Updated 2 years ago
- A toy model of Friston's active inference in Tensorflowβ39Updated 7 years ago
- Deep Successor Representationβ18Updated 6 years ago
- Supplementary scripts for Step-by-step active inference modelling tutorialβ101Updated last month
- Implementation of the two-step-task as described in "Prefrontal cortex as a meta-reinforcement learning system" and "Learning to Reinforcβ¦β57Updated 5 years ago
- Code for "Biologically plausible learning in recurrent neural networks", Miconi et al. eLife 2017β35Updated 5 years ago
- An exploration of the free energy principle using deep reinforcement learningβ47Updated 6 years ago
- Active inference implementation of dynamic multi-armed banditsβ18Updated 10 months ago
- Flexible modulation of sequence generation in the entorhinal-hippocampal system.β12Updated 2 years ago
- β16Updated 6 years ago
- A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)β14Updated 4 years ago
- Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686β130Updated 3 years ago
- A repository collating interesting and/or influential predictive coding papersβ58Updated 3 years ago
- Modular Object-Oriented Games (MOOG): Python-based game engine for reinforcement learning, psychology, and neurophysiology.β33Updated last year
- intrinsic motivation in grid worldsβ25Updated 4 years ago
- Official implementation of the Ξ΄-model presented in the ICML 2024 paper "A Distributional Analogue to the Successor Representation".β14Updated 2 weeks ago
- Code accompanying the paper: Mattar, M. G., & Daw, N. D. (2018). Prioritized memory access explains planning and hippocampal replay. bioRβ¦β26Updated 6 years ago