mariacer / strong_dfc
Minimizing Control for Credit Assignment with Strong Feedback
☆14Updated 6 months ago
Alternatives and similar repositories for strong_dfc
Users that are interested in strong_dfc are comparing it to the libraries listed below
Sorting:
- A short conceptual replication of "Prefrontal cortex as a meta-reinforcement learning system" in Jax.☆17Updated 2 years ago
- Official implementation of the δ-model presented in the ICML 2024 paper "A Distributional Analogue to the Successor Representation".☆20Updated 6 months ago
- ☆16Updated 2 years ago
- Code for the paper Deep Active Inference as Variational Policy Gradients.☆24Updated 5 years ago
- Python implementation of the methods in Meulemans et al. 2020 - A Theoretical Framework For Target Propagation☆32Updated 6 months ago
- PlaNet: Learning Latent Dynamics for Planning from Pixels☆10Updated 5 years ago
- repo for code for paper on general theory associative memory models☆18Updated 2 years ago
- Official code repository for the publication "Credit Assignment in Neural Networks through Deep Feedback Control".☆10Updated 6 months ago
- Tutorials on learning and using successor representations.☆52Updated 5 years ago
- Model-Based Reinforcement Learning via Latent-Space Collocation.☆33Updated 2 years ago
- Free Energy Principle and Active Inference tutorials for newbies☆47Updated 4 years ago
- Repository hosting the code associated with "Unsupervised Behaviour Discovery with Quality-Diversity Optimisation"☆13Updated 3 years ago
- Code for "Biologically plausible learning in recurrent neural networks", Miconi et al. eLife 2017☆36Updated 6 years ago
- ☆40Updated 2 years ago
- Code and data for the paper "Bridging RL Theory and Practice with the Effective Horizon"☆48Updated 10 months ago
- Predictive Coding JAX-based library☆56Updated 3 weeks ago
- Plannable Approximations to MDP Homomorphisms: Equivariance under Actions☆30Updated 4 years ago
- ☆27Updated 4 years ago
- Implementation of the "Online learning of long-range dependencies" paper, NeurIPS 2023☆19Updated 6 months ago
- Code for our NeurIPS 2021 paper: Sparsely Changing Latent States for Prediction and Planning in Partially Observable Domains☆22Updated 2 years ago
- ☆20Updated 2 years ago
- Code and data for People construct simplified mental representations to plan☆23Updated last year
- ☆28Updated 6 years ago
- Learning Robust Dynamics Through Variational Sparse Gating☆21Updated 2 years ago
- Sandbox environment for generalizable agent research☆25Updated 2 years ago
- POPGym Library in JAX☆11Updated last year
- Simplistic Pytorch Implementation of the Dreamer-RL☆21Updated last week
- 🧊 🚩Comparison of active inference, q-learning and bayesian rl using modified FrozenLake environment☆34Updated 5 years ago
- flexible meta-learning in jax☆13Updated last year
- A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)☆15Updated 4 years ago