Alternatives and similar repositories for deep-active-inference-mc

Users that are interested in deep-active-inference-mc are comparing it to the libraries listed below

• alec-tschantz / rl-inference
  Reinforcement Learning through Active Inference
  ☆72Updated 5 years ago
• ucbtns / dai
  🧊 🚩Comparison of active inference, q-learning and bayesian rl using modified FrozenLake environment
  ☆34Updated 5 years ago
• BerenMillidge / DeepActiveInference
  Code for the paper Deep Active Inference as Variational Policy Gradients.
  ☆24Updated 5 years ago
• BerenMillidge / FEP_Active_Inference_Papers
  A repository for major/influential FEP and active inference papers.
  ☆194Updated 3 years ago
• Grottoh / Deep-Active-Inference-for-Partially-Observable-MDPs
  ☆26Updated 4 years ago
• mazpie / contrastive-aif
  [NeurIPS 2021] Contrastive learning formulation of the active inference framework, for matching visual goal states.
  ☆13Updated last year
• infer-actively / pypc
  Predictive coding in Python
  ☆65Updated last year
• rssmith33 / Active-Inference-Tutorial-Scripts
  Supplementary scripts for Step-by-step active inference modelling tutorial
  ☆116Updated 7 months ago
• pl-robotdecision / tutorials-active-inference
  Free Energy Principle and Active Inference tutorials for newbies
  ☆47Updated 4 years ago
• awjuliani / successor_examples
  Tutorials on learning and using successor representations.
  ☆52Updated 5 years ago
• markkho / value-guided-construal
  Code and data for People construct simplified mental representations to plan
  ☆23Updated last year
• kaiu85 / deepAI_paper
  ☆29Updated 5 years ago
• enajx / HebbianMetaLearning
  Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686
  ☆137Updated 3 years ago
• tomekkorbak / active-inference
  A toy model of Friston's active inference in Tensorflow
  ☆40Updated 7 years ago
• vicariousinc / naturecomm_cscg
  ☆40Updated 2 years ago
• awjuliani / neuro-nav
  A library for neuroscience-inspired navigation and decision making research.
  ☆207Updated 4 months ago
• nathanwispinski / meta-rl
  A short conceptual replication of "Prefrontal cortex as a meta-reinforcement learning system" in Jax.
  ☆17Updated 2 years ago
• BKHMSI / Meta-RL-TwoStep-Task
  PyTorch implementation of Episodic Meta Reinforcement Learning on variants of the "Two-Step" task. Reproduces the results found in three …
  ☆35Updated 4 years ago
• JesseFarebro / distributional-sr
  Official implementation of the δ-model presented in the ICML 2024 paper "A Distributional Analogue to the Successor Representation".
  ☆21Updated 6 months ago
• mdcrosby / animal-ai
  Animal-AI 3
  ☆65Updated 2 years ago
• dimarkov / aibandits
  Active inference implementation of dynamic multi-armed bandits
  ☆19Updated last year
• markkho / msdm
  Models of Sequential Decision-Making
  ☆49Updated 4 months ago
• sunchipsster1 / ConSpec
  ☆19Updated last year
• manantomar / DSR
  Deep Successor Representation
  ☆17Updated 7 years ago
• KempnerInstitute / nicewebrl
  NiceWebRL is a Python library for quickly making human subject experiments that leverage machine reinforcement learning environments.
  ☆26Updated last week
• alec-tschantz / predcoding
  A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)
  ☆18Updated 4 years ago
• alec-tschantz / action-oriented
  Repository for "Learning action-oriented models through active inference"
  ☆12Updated 5 years ago
• FLAIROx / jaxirl
  Contains JAX implementation of algorithms for inverse reinforcement learning
  ☆73Updated 9 months ago
• ago109 / active-neural-generative-coding
  Implementation/simulation of active neural generative coding (ANGC) for training neurobiologically-plausible active inference agent model…
  ☆19Updated last year
• tejparr / nmpassing
  neuronal message passing
  ☆17Updated 6 years ago