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1. visinf/DIAGen visinf/DIAGen Public

   DIAGen: Semantically Diverse Image Augmentation with Generative Models for Few-Shot Learning (GCPR 2024)

   Python 9

2. CityLearnTransformer CityLearnTransformer Public

   This repository is used to generate data and evaluate Decision Transformers on the CityLearn (Challenge 2022) environment for urban energy management

   Python 14

3. TransformersForEnergyManagement TransformersForEnergyManagement Public

   In this repository, we explore the application of Transformer-based Reinforcement Learning approaches to solve complex real-world energy management problems using the CityLearn environment (Challen…

   Python 6

4. CausalAbstraction CausalAbstraction Public

   Neuro-symbolic (NeSy) AI improves deep learning by integrating reasoning, prior knowledge, and constraints, making it in theory ideal for high-stakes applications. However, this promise depends on …

   Python 1

5. Sparse-RL-Wann Sparse-RL-Wann Public

   This project empirically investigates that Weight Agnostic Neural Networks (WANN) are a promising alternative to traditional Reinforcement Learning in sparse settings, using the capabilities of evo…

   Python 1

6. SpaceApes SpaceApes Public

   Developing a 2D orbital simulation game

   Java 2