bjornvz / PRECOLinks
Python implementation of Predictive Coding Networks and Predictive Coding Graphs, using PyTorch.
☆15Updated last year
Alternatives and similar repositories for PRECO
Users that are interested in PRECO are comparing it to the libraries listed below
Sorting:
- Implementation/simulation of active neural generative coding (ANGC) for training neurobiologically-plausible active inference agent model…☆21Updated last year
- Implementation of the "Online learning of long-range dependencies" paper, NeurIPS 2023☆21Updated last year
- ☆12Updated 5 months ago
- Flexible Inference for Predictive Coding Networks in JAX.☆65Updated 2 weeks ago
- Action Value Gradient Algorithm☆28Updated 8 months ago
- Predictive Coding JAX-based library☆86Updated 9 months ago
- ☆41Updated 3 years ago
- A PyTorch implementation of a Generative Flow Network (GFlowNet) proposed by Bengio et al. (2021)☆44Updated 2 years ago
- Comparison between GFlowNets & Maximum Entropy RL☆19Updated last year
- MetaArcade is a configurable environment suite for meta-learning☆16Updated 3 years ago
- Benchmarking RL for POMDPs in Pure JAX [Code for "Structured State Space Models for In-Context Reinforcement Learning" (NeurIPS 2023)]☆112Updated 2 years ago
- Drop-in environment replacements that make your RL algorithm train faster.☆21Updated last year
- Code for the paper "Learning Temporal Distances: Contrastive Successor Features Can Provide a Metric Structure for Decision-Making"☆28Updated last year
- Giving Up Control: Neurons as Reinforcement Learning Agents☆13Updated last year
- ☆27Updated last year
- ☆19Updated 3 years ago
- An Open-Ended Agentic Simulator☆58Updated last year
- Dreamer on JAX☆16Updated 4 years ago
- Meta-Learning for Compositionality (MLC) for modeling human behavior☆146Updated 2 months ago
- Contains JAX implementation of algorithms for inverse reinforcement learning☆74Updated last year
- [ICLR 2025] Learning Transformer-based World Models with Contrastive Predictive Coding (TWISTER)☆46Updated 10 months ago
- Agar.io for Continual Reinforcement Learning☆23Updated 6 months ago
- ☆58Updated 3 years ago
- [ICLR 2025] Implementation of "FACTS: A Factored State-Space Framework For World Modelling"☆29Updated 7 months ago
- An implementation of DreamerV2 written in JAX, with support for running multiple random seeds of an experiment on a single GPU.☆18Updated 3 years ago
- Official Implementation for the paper "SR-AIF: Solving Sparse-Reward Robotic Tasks from Pixels with Active Inference and World Models"☆64Updated 4 months ago
- Pytorch Implementation of MuZero Unplugged for gym environment. This algorithm is capable of supporting a wide range of action and observ…☆35Updated 7 months ago
- ☆46Updated last year
- A Large Recurrent Action Model: xLSTM enables Fast Inference for Robotics Tasks☆36Updated last year
- Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686☆145Updated 4 years ago