mariacer / strong_dfcLinks
Minimizing Control for Credit Assignment with Strong Feedback
☆14Updated last year
Alternatives and similar repositories for strong_dfc
Users that are interested in strong_dfc are comparing it to the libraries listed below
Sorting:
- Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686☆145Updated 4 years ago
- Code for the paper Deep Active Inference as Variational Policy Gradients.☆27Updated 6 years ago
- Tutorials on learning and using successor representations.☆54Updated 6 years ago
- ☆20Updated last year
- A short conceptual replication of "Prefrontal cortex as a meta-reinforcement learning system" in Jax.☆18Updated 2 years ago
- repo for code for paper on general theory associative memory models☆21Updated 3 years ago
- Code for "Biologically plausible learning in recurrent neural networks", Miconi et al. eLife 2017☆37Updated 6 years ago
- 🧊 🚩Comparison of active inference, q-learning and bayesian rl using modified FrozenLake environment☆34Updated 6 years ago
- Deep active inference agents using Monte-Carlo methods☆96Updated 7 months ago
- ☆42Updated 3 years ago
- A repository collating interesting and/or influential predictive coding papers☆90Updated 4 years ago
- Code and data for People construct simplified mental representations to plan☆23Updated 2 years ago
- repository for grid cell network code☆73Updated 3 years ago
- Code for our NeurIPS 2021 paper: Sparsely Changing Latent States for Prediction and Planning in Partially Observable Domains☆22Updated 3 years ago
- Official implementation of the δ-model presented in the ICML 2024 paper "A Distributional Analogue to the Successor Representation".☆25Updated last year
- Implementation of the two-step-task as described in "Prefrontal cortex as a meta-reinforcement learning system" and "Learning to Reinforc…☆59Updated 6 years ago
- Predictive coding in Python☆70Updated last year
- Animal-AI 3☆66Updated 2 years ago
- ☆19Updated 3 years ago
- Reinforcement Learning through Active Inference☆81Updated 5 years ago
- Predictive Coding JAX-based library☆86Updated 9 months ago
- Evaluating long-term memory of reinforcement learning algorithms☆163Updated 2 years ago
- NiceWebRL is a Python library for quickly making human subject experiments that leverage machine reinforcement learning environments.☆79Updated 3 weeks ago
- Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…☆30Updated last year
- Episodic Control☆21Updated 3 years ago
- Official code repo for paper: Hybrid RL: Using both offline and online data can make RL efficient.☆25Updated 2 years ago
- ☆31Updated 2 years ago
- A repository for major/influential FEP and active inference papers.☆218Updated 4 years ago
- Support material for MAT6115, Université de Montréal, Fall 2018☆28Updated 2 years ago
- Python implementation of the methods in Meulemans et al. 2020 - A Theoretical Framework For Target Propagation☆31Updated last year