alec-tschantz / action-oriented

Related projects ⓘ

Alternatives and complementary repositories for action-oriented

• ucbtns / dai
  🧊 🚩Comparison of active inference, q-learning and bayesian rl using modified FrozenLake environment
  ☆35Updated 4 years ago
• BerenMillidge / DeepActiveInference
  Code for the paper Deep Active Inference as Variational Policy Gradients.
  ☆24Updated 4 years ago
• alec-tschantz / rl-inference
  Reinforcement Learning through Active Inference
  ☆67Updated 4 years ago
• vicariousinc / naturecomm_cscg
  ☆35Updated 2 years ago
• zfountas / deep-active-inference-mc
  Deep active inference agents using Monte-Carlo methods
  ☆84Updated 3 years ago
• kaiu85 / deepAI_paper
  ☆29Updated 5 years ago
• pl-robotdecision / tutorials-active-inference
  Free Energy Principle and Active Inference tutorials for newbies
  ☆41Updated 4 years ago
• schwartenbeckph / CPC_ActiveInference2018
  Tutorial material on active Bayesian inference from the Computational Psychiatry Conference in Zurich 2018
  ☆31Updated 4 years ago
• alec-tschantz / predcoding
  A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)
  ☆14Updated 4 years ago
• clbaker / BToM
  ☆31Updated 7 years ago
• markkho / value-guided-construal
  Code and data for People construct simplified mental representations to plan
  ☆21Updated last year
• tomekkorbak / active-inference
  A toy model of Friston's active inference in Tensorflow
  ☆39Updated 7 years ago
• Grottoh / Deep-Active-Inference-for-Partially-Observable-MDPs
  ☆24Updated 3 years ago
• conorheins / bayesian-mechanics-sdes
  ☆13Updated 2 years ago
• tejparr / nmpassing
  neuronal message passing
  ☆17Updated 6 years ago
• rssmith33 / Active-Inference-Tutorial-Scripts
  Supplementary scripts for Step-by-step active inference modelling tutorial
  ☆101Updated last month
• awjuliani / successor_examples
  Tutorials on learning and using successor representations.
  ☆50Updated 5 years ago
• infer-actively / pypc
  Predictive coding in Python
  ☆64Updated 7 months ago
• ThomasMiconi / BiologicallyPlausibleLearningRNN
  Code for "Biologically plausible learning in recurrent neural networks", Miconi et al. eLife 2017
  ☆35Updated 5 years ago
• mbaltieri / GeneralisedFiltering
  General framework for Bayesian inversion of continuous hierarchical models
  ☆10Updated 3 years ago
• ilabcode / ActiveInference.jl
  A Julia Package for Active Inference
  ☆13Updated this week
• nathanwispinski / meta-rl
  A short conceptual replication of "Prefrontal cortex as a meta-reinforcement learning system" in Jax.
  ☆14Updated last year
• ago109 / active-neural-generative-coding
  Implementation/simulation of active neural generative coding (ANGC) for training neurobiologically-plausible active inference agent model…
  ☆15Updated 9 months ago
• thefonseca / predictive-coding
  Research of a deep predictive coding model for unsupervised representation learning from video and audio data.
  ☆28Updated 5 years ago
• julianje / Bishop
  Mental state inference from observable behavior
  ☆15Updated 2 years ago
• jkbren / infer-actively
  A python implementation of active inference for Markov Decision Processes
  ☆10Updated 4 years ago
• dimarkov / aibandits
  Active inference implementation of dynamic multi-armed bandits
  ☆18Updated 10 months ago
• Mchristos / empowerment
  intrinsic motivation in grid worlds
  ☆25Updated 4 years ago
• ganguli-lab / grid-pattern-formation
  repository for grid cell network code
  ☆53Updated last year
• JesseFarebro / distributional-sr
  Official implementation of the δ-model presented in the ICML 2024 paper "A Distributional Analogue to the Successor Representation".
  ☆14Updated 2 weeks ago