BerenMillidge / DeepActiveInference

Related projects: ⓘ

• alec-tschantz / rl-inference
  Reinforcement Learning through Active Inference
  ☆64Updated 4 years ago
• ucbtns / dai
  🧊 🚩Comparison of active inference, q-learning and bayesian rl using modified FrozenLake environment
  ☆35Updated 4 years ago
• Grottoh / Deep-Active-Inference-for-Partially-Observable-MDPs
  ☆21Updated 3 years ago
• zfountas / deep-active-inference-mc
  Deep active inference agents using Monte-Carlo methods
  ☆79Updated 2 years ago
• vicariousinc / naturecomm_cscg
  ☆33Updated 2 years ago
• pl-robotdecision / tutorials-active-inference
  Free Energy Principle and Active Inference tutorials for newbies
  ☆41Updated 3 years ago
• BerenMillidge / Theory_Associative_Memory
  repo for code for paper on general theory associative memory models
  ☆17Updated 2 years ago
• alec-tschantz / action-oriented
  Repository for "Learning action-oriented models through active inference"
  ☆12Updated 4 years ago
• awjuliani / successor_examples
  Tutorials on learning and using successor representations.
  ☆49Updated 4 years ago
• nathanwispinski / meta-rl
  A short conceptual replication of "Prefrontal cortex as a meta-reinforcement learning system" in Jax.
  ☆14Updated last year
• sunchipsster1 / ConSpec
  ☆19Updated 5 months ago
• markkho / value-guided-construal
  Code and data for People construct simplified mental representations to plan
  ☆21Updated 10 months ago
• enajx / HebbianMetaLearning
  Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686
  ☆130Updated 3 years ago
• infer-actively / pypc
  Predictive coding in Python
  ☆61Updated 5 months ago
• jurgisp / memory-maze
  Evaluating long-term memory of reinforcement learning algorithms
  ☆129Updated last year
• jkbren / infer-actively
  A python implementation of active inference for Markov Decision Processes
  ☆11Updated 4 years ago
• lmzintgraf / hyperx
  ☆15Updated 2 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…
  ☆49Updated 3 years ago
• mariacer / strong_dfc
  Minimizing Control for Credit Assignment with Strong Feedback
  ☆12Updated 2 years ago
• JesseFarebro / distributional-sr
  Official implementation of the δ-model presented in the paper "A Distributional Analogue to the Successor Representation".
  ☆12Updated 2 months ago
• ahmed-touati / controllable_agent
  ☆34Updated last year
• mdcrosby / animal-ai
  Animal-AI 3
  ☆63Updated last year
• lifelong-learning-systems / meta-arcade
  MetaArcade is a configurable environment suite for meta-learning
  ☆13Updated last year
• BerenMillidge / FEP_Active_Inference_Papers
  A repository for major/influential FEP and active inference papers.
  ☆178Updated 3 years ago
• martius-lab / GateL0RD
  Code for our NeurIPS 2021 paper: Sparsely Changing Latent States for Prediction and Planning in Partially Observable Domains
  ☆21Updated last year
• conorheins / bayesian-mechanics-sdes
  ☆13Updated last year
• fgregoretti / Cpp-AIF
  A C++ implementation of active inference for POMDPs
  ☆19Updated 5 months ago
• facebookresearch / level-replay
  This code implements Prioritized Level Replay, a method for sampling training levels for reinforcement learning agents that exploits the …
  ☆83Updated 3 years ago
• cansu97 / PixelAI
  ☆11Updated 3 years ago
• k4ntz / OC_Atari
  Object Centric Atari games
  ☆43Updated this week