BerenMillidge / DeepActiveInferenceLinks
Code for the paper Deep Active Inference as Variational Policy Gradients.
☆25Updated 5 years ago
Alternatives and similar repositories for DeepActiveInference
Users that are interested in DeepActiveInference are comparing it to the libraries listed below
Sorting:
- Deep active inference agents using Monte-Carlo methods☆92Updated 2 months ago
- [NeurIPS 2021] Contrastive learning formulation of the active inference framework, for matching visual goal states.☆13Updated last year
- 🧊 🚩Comparison of active inference, q-learning and bayesian rl using modified FrozenLake environment☆34Updated 5 years ago
- Reinforcement Learning through Active Inference☆76Updated 5 years ago
- ☆26Updated 4 years ago
- ☆41Updated 3 years ago
- A short conceptual replication of "Prefrontal cortex as a meta-reinforcement learning system" in Jax.☆17Updated 2 years ago
- A repository for major/influential FEP and active inference papers.☆204Updated 4 years ago
- NiceWebRL is a Python library for quickly making human subject experiments that leverage machine reinforcement learning environments.☆59Updated this week
- Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686☆139Updated 4 years ago
- Tutorials on learning and using successor representations.☆52Updated 5 years ago
- Official implementation of the δ-model presented in the ICML 2024 paper "A Distributional Analogue to the Successor Representation".☆22Updated 9 months ago
- Predictive coding in Python☆67Updated last year
- Code for our NeurIPS 2021 paper: Sparsely Changing Latent States for Prediction and Planning in Partially Observable Domains☆22Updated 2 years ago
- Code and data for People construct simplified mental representations to plan☆23Updated last year
- Repository for "Learning action-oriented models through active inference"☆12Updated 5 years ago
- repo for code for paper on general theory associative memory models☆20Updated 3 years ago
- Minimizing Control for Credit Assignment with Strong Feedback☆14Updated 9 months ago
- Free Energy Principle and Active Inference tutorials for newbies☆49Updated 4 years ago
- Animal-AI 3☆65Updated 2 years ago
- Deep Successor Representation☆17Updated 7 years ago
- ☆48Updated 2 years ago
- Evaluating long-term memory of reinforcement learning algorithms☆146Updated 2 years ago
- Codes for the study "Variational Recurrent Models for Solving Partially Observable Control Tasks", published as a conference paper at ICL…☆55Updated 4 years ago
- Pytorch code for "Learning Belief Representations for Imitation Learning in POMDPs" (UAI 2019)☆21Updated 3 years ago
- ☆19Updated last year
- Animal-AI supports interdisciplinary research to help better understand human, animal, and artificial cognition.☆75Updated 2 months ago
- PlaNet: Learning Latent Dynamics for Planning from Pixels☆10Updated 5 years ago
- PAIRED in PyTorch 🔥☆63Updated 2 years ago
- Supplementary scripts for Step-by-step active inference modelling tutorial☆121Updated 10 months ago