Official Implementation for the paper "SR-AIF: Solving Sparse-Reward Robotic Tasks from Pixels with Active Inference and World Models"
☆65Sep 6, 2025Updated 10 months ago
Alternatives and similar repositories for self-revising-active-inference
Users that are interested in self-revising-active-inference are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation of an active inference capsule☆16Jun 2, 2021Updated 5 years ago
- Official Implementation for the paper Deep Domain Adaptation: A Sim2Real Neural Approach for Improving Eye-Tracking System.☆19Jun 7, 2024Updated 2 years ago
- [NeurIPS 2021] World modelling and action learning using a contrastive formulation of the active inference framework, for reaching visual…☆15Jan 22, 2024Updated 2 years ago
- Experiments of the "Multi-Agent Trajectory Planning with NUV Priors" paper☆12Oct 14, 2024Updated last year
- NGC Museum: Computational Neuroscience, NeuroAI, and Brain-Inspired Computing with NGC-Learn☆21Jun 26, 2026Updated 3 weeks ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Code release for "HarmonyDream: Task Harmonization Inside World Models" (ICML 2024), https://arxiv.org/abs/2310.00344☆57Jun 27, 2024Updated 2 years ago
- On efficient computation in active inference☆17May 31, 2024Updated 2 years ago
- NGC-Learn: Computational Neuroscience and NeuroAI in Python☆200Updated this week
- Code for simulating collective motion from groups of continuous-time and -space active inference agents.☆55Feb 12, 2026Updated 5 months ago
- [ICLR 2025] Learning Transformer-based World Models with Contrastive Predictive Coding (TWISTER)☆57Mar 9, 2025Updated last year
- Reinforcement Learning through Active Inference☆84Apr 27, 2020Updated 6 years ago
- Implementation and evaluation of the AXIOM architecture from the preprint "AXIOM: Learning to Play Games in Minutes with Expanding Object…☆79Jun 2, 2025Updated last year
- Implementation of Dreamer v3 in pytorch.☆884Mar 8, 2026Updated 4 months ago
- Implementation/simulation of the predictive forward-forward credit assignment algorithm for training neurobiologically-plausible recurren…☆65Apr 2, 2023Updated 3 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- MNIST-like Datasets for African Numeral Systems☆16Sep 29, 2020Updated 5 years ago
- ☆12Sep 7, 2024Updated last year
- Deep active inference agents using Monte-Carlo methods☆102Jun 14, 2025Updated last year
- A Julia Package for Active Inference☆41Jun 22, 2026Updated 3 weeks ago
- DSL for probabilistic models specification and probabilistic programming.☆46Updated this week
- Content of the Active Inference Journal☆43Updated this week
- A generative model of compositionality in symmetric monoidal (Kleisli) categories☆12Oct 4, 2023Updated 2 years ago
- Python implementation of a Minimal Active Inference Agent☆18Feb 9, 2023Updated 3 years ago
- Flexible Inference for Predictive Coding Networks in JAX.☆85Jul 10, 2026Updated last week
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Implementation of Danijar's latest iteration for his Dreamer line of work☆208Jul 4, 2026Updated 2 weeks ago
- A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)☆19Jul 28, 2020Updated 5 years ago
- COOM: Benchmarking Continual Reinforcement Learning on Doom☆27Mar 5, 2026Updated 4 months ago
- Active inference implementation of dynamic multi-armed bandits☆20Jun 25, 2025Updated last year
- Implements the Messenger environment and EMMA model.☆25Jun 14, 2023Updated 3 years ago
- Simplistic Pytorch Implementation of the Dreamer-RL☆20May 7, 2025Updated last year
- This repo support auto line plot for multi-seed event file from TensorBoard☆12Jun 23, 2022Updated 4 years ago
- Source codes for the paper "COMBO: Compositional World Models for Embodied Multi-Agent Cooperation"☆51Mar 13, 2025Updated last year
- Code for VIREL: A Variational Inference Framework for Reinforcement Learning☆14Dec 1, 2019Updated 6 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- dynamic planning, hybrid models, hierarchical active inference, tool use☆15Jun 13, 2025Updated last year
- ☆24Feb 15, 2025Updated last year
- ☆25Sep 23, 2024Updated last year
- A high-performance reinforcement learning library in jax specialized for robotic learning☆22Sep 4, 2023Updated 2 years ago
- The Official PyTorch Implementation of "Brain-like Variational Inference" (NeurIPS 2025 Paper)☆73Feb 9, 2026Updated 5 months ago
- ☆11Apr 23, 2024Updated 2 years ago
- Hyperdimensional computing in Julia☆19Updated this week