Alternatives and similar repositories for DeepActiveInference

Users that are interested in DeepActiveInference are comparing it to the libraries listed below

• mazpie / contrastive-aif
  [NeurIPS 2021] Contrastive learning formulation of the active inference framework, for matching visual goal states.
  ☆13Updated last year
• ucbtns / dai
  🧊 🚩Comparison of active inference, q-learning and bayesian rl using modified FrozenLake environment
  ☆34Updated 5 years ago
• zfountas / deep-active-inference-mc
  Deep active inference agents using Monte-Carlo methods
  ☆88Updated 3 years ago
• alec-tschantz / rl-inference
  Reinforcement Learning through Active Inference
  ☆72Updated 5 years ago
• Grottoh / Deep-Active-Inference-for-Partially-Observable-MDPs
  ☆26Updated 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".
  ☆20Updated 6 months 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
• wcarvalho / nicewebrl
  Python library for easily making Web Apps to with Jax-based virtual environments
  ☆26Updated this week
• vicariousinc / naturecomm_cscg
  ☆40Updated 2 years 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
• pl-robotdecision / tutorials-active-inference
  Free Energy Principle and Active Inference tutorials for newbies
  ☆47Updated 4 years ago
• jurgisp / memory-maze
  Evaluating long-term memory of reinforcement learning algorithms
  ☆142Updated last year
• manantomar / DSR
  Deep Successor Representation
  ☆17Updated 7 years ago
• ahmed-touati / controllable_agent
  ☆45Updated last year
• alec-tschantz / action-oriented
  Repository for "Learning action-oriented models through active inference"
  ☆12Updated 5 years ago
• thebuckleylab / jpc
  Flexible Inference for Predictive Coding Networks in JAX.
  ☆34Updated last month
• BerenMillidge / FEP_Active_Inference_Papers
  A repository for major/influential FEP and active inference papers.
  ☆193Updated 3 years ago
• tgangwani / BMIL
  Pytorch code for "Learning Belief Representations for Imitation Learning in POMDPs" (UAI 2019)
  ☆18Updated 2 years ago
• alec-tschantz / planet
  PlaNet: Learning Latent Dynamics for Planning from Pixels
  ☆10Updated 5 years ago
• BerenMillidge / Theory_Associative_Memory
  repo for code for paper on general theory associative memory models
  ☆18Updated 2 years ago
• lmzintgraf / hyperx
  ☆16Updated 2 years ago
• abhisheknaik96 / average-reward-methods
  Accompanying code for "Learning and Planning in Average-Reward Markov Decision Processes"
  ☆14Updated 4 years ago
• kaiu85 / deepAI_paper
  ☆29Updated 5 years ago
• oist-cnru / Variational-Recurrent-Models
  Codes for the study "Variational Recurrent Models for Solving Partially Observable Control Tasks", published as a conference paper at ICL…
  ☆54Updated 4 years ago
• RajGhugare19 / alm
  Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective
  ☆80Updated 2 years ago
• martius-lab / GateL0RD
  Code for our NeurIPS 2021 paper: Sparsely Changing Latent States for Prediction and Planning in Partially Observable Domains
  ☆22Updated 2 years ago
• cansu97 / PixelAI
  ☆11Updated 4 years ago
• dmcnamee / FlexModEHC
  Flexible modulation of sequence generation in the entorhinal-hippocampal system.
  ☆13Updated 3 years ago