alec-tschantz Goto Github PK

action-oriented

Repository for "Learning action-oriented models through active inference"

alec-tschantz.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

allostasis

ants

dreamer

Dream to Control: Learning Behaviors by Latent Imagination

euclid

Geometry primitives (basic linear algebra) for Rust

fresh-chrome-extension

Useful bare minimum Google Chrome extension boilerplate.

gen-capsules

A package for modelling capsule networks in terms of generative models and inference

gpt_index

An index created by GPT to organize external information and answer queries!

iris

Transformers are Sample-Efficient World Models. ICLR 2023, notable top 5%.

mbrl-lib

Library for Model Based RL

packets

Code for "Neural and phenotypic representation under the free-energy principle"

pc-rs

Predictive coding in Rust

planet

PlaNet: Learning Latent Dynamics for Planning from Pixels

predcoding

A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)

pybrid

pymdp_pddl

Generate active inference agents from PDDL

rl-inference

Reinforcement Learning through Active Inference

vime

VIME: Variational Information Maximizing Exploration

vl-tutorial

JAX implementation of "A primer on Variational Laplace"