Alternatives and similar repositories for active-inference

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

• zfountas / deep-active-inference-mc
  Deep active inference agents using Monte-Carlo methods
  ☆89Updated 3 years ago
• tejparr / nmpassing
  neuronal message passing
  ☆17Updated 6 years ago
• 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
• dimarkov / aibandits
  Active inference implementation of dynamic multi-armed bandits
  ☆19Updated last year
• kaiu85 / deepAI_paper
  ☆29Updated 5 years ago
• AidanRocke / Free_Energy_experiments
  An exploration of the free energy principle using deep reinforcement learning
  ☆48Updated 7 years ago
• vicariousinc / naturecomm_cscg
  ☆40Updated 2 years ago
• BerenMillidge / FEP_Active_Inference_Papers
  A repository for major/influential FEP and active inference papers.
  ☆194Updated 3 years ago
• ThomasMiconi / BiologicallyPlausibleLearningRNN
  Code for "Biologically plausible learning in recurrent neural networks", Miconi et al. eLife 2017
  ☆36Updated 6 years ago
• infer-actively / pypc
  Predictive coding in Python
  ☆65Updated last year
• alec-tschantz / action-oriented
  Repository for "Learning action-oriented models through active inference"
  ☆12Updated 5 years ago
• jazlab / moog.github.io
  Modular Object-Oriented Games (MOOG): Python-based game engine for reinforcement learning, psychology, and neurophysiology.
  ☆35Updated 3 months ago
• KietzmannLab / EmergentPredictiveCoding
  ☆38Updated last year
• kaiu85 / deepAI
  ☆16Updated 7 years ago
• piantado / LOTlib
  Lanugage of Thought (LOT) models in Python.
  ☆33Updated 5 years ago
• BerenMillidge / DeepActiveInference
  Code for the paper Deep Active Inference as Variational Policy Gradients.
  ☆24Updated 5 years ago
• schwartenbeckph / Mechanisms_Exploration_Paper
  Code for simulations in "Computational mechanisms of curiosity and goal-directed exploration"
  ☆10Updated 5 years ago
• conorheins / bayesian-mechanics-sdes
  ☆13Updated 2 years ago
• markkho / value-guided-construal
  Code and data for People construct simplified mental representations to plan
  ☆23Updated last year
• enajx / HebbianMetaLearning
  Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686
  ☆137Updated 3 years ago
• awjuliani / successor_examples
  Tutorials on learning and using successor representations.
  ☆52Updated 5 years ago
• uber-research / backpropamine
  Train self-modifying neural networks with neuromodulated plasticity
  ☆77Updated 5 years ago
• 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
• alec-tschantz / predcoding
  A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)
  ☆18Updated 4 years ago
• piantado / pychuriso
  Python implementation of churiso
  ☆18Updated 4 years ago
• BerenMillidge / Predictive_Coding_Papers
  A repository collating interesting and/or influential predictive coding papers
  ☆84Updated 3 years ago
• BerenMillidge / PredictiveCodingBackprop
  Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"
  ☆156Updated 4 years ago
• agentmodels / agentmodels.org
  Modeling agents with probabilistic programs
  ☆67Updated 5 years ago