BerenMillidge / Theory_Associative_Memory
repo for code for paper on general theory associative memory models
β18Updated 2 years ago
Alternatives and similar repositories for Theory_Associative_Memory:
Users that are interested in Theory_Associative_Memory are comparing it to the libraries listed below
- Bayesian model reduction for probabilistic machine learningβ11Updated last week
- π§ π©Comparison of active inference, q-learning and bayesian rl using modified FrozenLake environmentβ34Updated 5 years ago
- Code for the paper Deep Active Inference as Variational Policy Gradients.β24Updated 5 years ago
- β14Updated 3 years ago
- β40Updated 2 years ago
- Predictive Coding JAX-based libraryβ49Updated last week
- β13Updated 2 years ago
- Flexible Inference for Predictive Coding Networks in JAX.β32Updated 3 weeks ago
- Deep active inference agents using Monte-Carlo methodsβ87Updated 3 years ago
- β10Updated last month
- Predictive coding in Pythonβ65Updated last year
- A lightweight and flexible framework for Hebbian learning in PyTorch.β83Updated last year
- Implementation/simulation of active neural generative coding (ANGC) for training neurobiologically-plausible active inference agent modelβ¦β18Updated last year
- A short conceptual replication of "Prefrontal cortex as a meta-reinforcement learning system" in Jax.β15Updated 2 years ago
- On efficient computation in active inferenceβ16Updated 10 months ago
- PushWorld: A benchmark for manipulation planning with tools and movable obstaclesβ82Updated 11 months ago
- Code and data for People construct simplified mental representations to planβ23Updated last year
- β16Updated 2 years ago
- β37Updated 2 years ago
- A repository collating interesting and/or influential predictive coding papersβ73Updated 3 years ago
- β25Updated 4 years ago
- Free Energy Principle and Active Inference tutorials for newbiesβ46Updated 4 years ago
- Few-shot Bayesian Imitation Learning with Policies as Logic over Programsβ19Updated last month
- [NeurIPS 2021] Contrastive learning formulation of the active inference framework, for matching visual goal states.β13Updated last year
- Official data and code for our paper Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learningβ48Updated 3 years ago
- General framework for Bayesian inversion of continuous hierarchical modelsβ10Updated 3 years ago
- Official implementation of the Ξ΄-model presented in the ICML 2024 paper "A Distributional Analogue to the Successor Representation".β20Updated 4 months ago
- β20Updated 2 years ago
- A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)β15Updated 4 years ago
- Python library for easily making web Apps to compare humans and AIβ16Updated last month