[NeurIPS 2021] World modelling and action learning using a contrastive formulation of the active inference framework, for reaching visual goal states
☆15Jan 22, 2024Updated 2 years ago
Alternatives and similar repositories for contrastive-aif
Users that are interested in contrastive-aif are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for the paper Deep Active Inference as Variational Policy Gradients.☆30Dec 20, 2019Updated 6 years ago
- ☆26Jan 13, 2021Updated 5 years ago
- Implementation/simulation of active neural generative coding (ANGC) for training neurobiologically-plausible active inference agent model…☆25Feb 19, 2024Updated 2 years ago
- Reinforcement Learning through Active Inference☆84Apr 27, 2020Updated 6 years ago
- Deep active inference agents using Monte-Carlo methods☆101Jun 14, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Implementation of an active inference capsule☆16Jun 2, 2021Updated 5 years ago
- Official Implementation for the paper "SR-AIF: Solving Sparse-Reward Robotic Tasks from Pixels with Active Inference and World Models"☆65Sep 6, 2025Updated 9 months ago
- This is the repo of NeurIPS 2022 paper: "Pre-Trained Image Encoder for Generalizable Visual Reinforcement Learning"☆16Sep 21, 2023Updated 2 years ago
- A repository for major/influential FEP and active inference papers.☆237Jun 28, 2021Updated 4 years ago
- Landing page and repository for the 'Active Agents' tutorial held 17 July, 2024 at the 10th International Conference on Computational Soc…☆23Feb 8, 2025Updated last year
- Flexible Inference for Predictive Coding Networks in JAX.☆83May 29, 2026Updated 2 weeks ago
- dynamic planning, hybrid models, hierarchical active inference, tool use☆15Jun 13, 2025Updated last year
- On efficient computation in active inference☆18May 31, 2024Updated 2 years ago
- Evaluating video predictions from the standpoint of a robot making action decisions☆13May 28, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Atari-style POMDPs☆29Jun 5, 2026Updated last week
- Code of the paper "Universal Morphology Control via Contextual Modulation" at ICML 2023☆15Aug 3, 2023Updated 2 years ago
- Flexible modulation of sequence generation in the entorhinal-hippocampal system.☆13Apr 5, 2022Updated 4 years ago
- repo for code for paper on general theory associative memory models☆22Jun 15, 2022Updated 4 years ago
- Hierarchical Hidden Markov Model☆12Dec 11, 2022Updated 3 years ago
- Code for the paper "Deep FTRL-ORW: An Efficient Deep Reinforcement Learning Algorithm for Solving Imperfect Information Extensive-Form Ga…☆11Dec 1, 2022Updated 3 years ago
- Code for the paper "Molecule Design by Latent Space Energy-based Modeling and Gradual Distribution Shifting" in UAI 2023☆15Nov 15, 2023Updated 2 years ago
- "Frequent Mining Algorithms" is a Python library that includes frequent mining algorithms. This library contains popular algorithms used …☆11Feb 3, 2025Updated last year
- A toolbox for inference of switching systems for control☆11Aug 23, 2021Updated 4 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- multi-agent crafter for cooperative tasks☆13Aug 2, 2025Updated 10 months ago
- Tensor product decomposition network☆20Mar 5, 2021Updated 5 years ago
- Reactive environments for self-learning agents☆24Nov 4, 2025Updated 7 months ago
- ☆11Apr 23, 2024Updated 2 years ago
- A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)☆18Jul 28, 2020Updated 5 years ago
- Unlock the potential of latent diffusion models with MNIST! 🚀 Dive into reconstructing and generating digits using cutting-edge techniqu…☆16Jan 6, 2025Updated last year
- A Julia Package for Active Inference☆40Jun 8, 2026Updated last week
- Python script of myCobot☆15Aug 29, 2021Updated 4 years ago
- Codes for Paper "Delay-Aware Model-Based Reinforcement Learning for Continuous Control".☆29Feb 8, 2020Updated 6 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Official repository for our EACL 2023 paper "LongEval: Guidelines for Human Evaluation of Faithfulness in Long-form Summarization" (https…☆45Aug 10, 2024Updated last year
- AutoVRL is an open-source high fidelity simulator for simulation to real-world autonomous ground vehicle deep reinforcement learning rese…☆12Apr 26, 2023Updated 3 years ago
- Code for the ICLR 2020 Paper, "A Theory of Usable Information under Computational Constraints"☆31Jul 8, 2020Updated 5 years ago
- ☆28Mar 4, 2026Updated 3 months ago
- PyTorch implementation of our paper Reinforcement Learning with Random Delays (ICLR 2020)☆43May 25, 2022Updated 4 years ago
- Code for simulating collective motion from groups of continuous-time and -space active inference agents.☆55Feb 12, 2026Updated 4 months ago
- A flexible Multi-Agent Reinforcement Learning (MARL) environment for Collective Robotic Construction (CRC) systems☆13Mar 22, 2023Updated 3 years ago