Pinned Repositories
action-oriented
Repository for "Learning action-oriented models through active inference"
ants
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)
rl-inference
Reinforcement Learning through Active Inference
vime
VIME: Variational Information Maximizing Exploration
vl-tutorial
JAX implementation of "A primer on Variational Laplace"
pymdp
A Python implementation of active inference for Markov Decision Processes
pypc
Predictive coding in Python
alec-tschantz's Repositories
alec-tschantz/rl-inference
Reinforcement Learning through Active Inference
alec-tschantz/action-oriented
Repository for "Learning action-oriented models through active inference"
alec-tschantz/predcoding
A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)
alec-tschantz/planet
PlaNet: Learning Latent Dynamics for Planning from Pixels
alec-tschantz/vime
VIME: Variational Information Maximizing Exploration
alec-tschantz/ants
alec-tschantz/pybrid
alec-tschantz/packets
Code for "Neural and phenotypic representation under the free-energy principle"
alec-tschantz/mbrl-lib
Library for Model Based RL
alec-tschantz/allostasis
alec-tschantz/dreamer
Dream to Control: Learning Behaviors by Latent Imagination
alec-tschantz/pc-rs
Predictive coding in Rust
alec-tschantz/pymdp_pddl
Generate active inference agents from PDDL
alec-tschantz/vl-tutorial
JAX implementation of "A primer on Variational Laplace"
alec-tschantz/alec-tschantz.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
alec-tschantz/euclid
Geometry primitives (basic linear algebra) for Rust
alec-tschantz/fresh-chrome-extension
Useful bare minimum Google Chrome extension boilerplate.
alec-tschantz/gen-capsules
A package for modelling capsule networks in terms of generative models and inference
alec-tschantz/gpt_index
An index created by GPT to organize external information and answer queries!
alec-tschantz/iris
Transformers are Sample-Efficient World Models. ICLR 2023, notable top 5%.