gerardPlanella

DeliveryPlanningASP

Repository for a Delivery Planning project, where we must find optimal delivery routes giving any input graph. The development was performed with ASP using the Clingo Python package for the Knowledge Representation and Reasoning subject for the Artificial Intelligence MSc at the University of Amsterdam 2023.

HomeSoundSystem

Implementation of the HomeSound Robot system

InferSent_ATCS

Sentence embeddings (InferSent) and training code for NLI.

LSPE-EGNN

Investigating the extent to which structural encodings in geometric methods contribute in capturing topological information and developing a generic framework (ToGePi) to inject topological and geometric information into MPNN architectures.

multiagent_fairness_reproducibility

Reproducibility and extension study for the Fairness for Cooperative Multi-Agent Learning with Equivariant Policies Reproducibility Research Paper

MultiLingual_Stereotypes

Study on stereotype transfer accross Multilingual Language Models for English, Spanish, French, Greek and Croatian. The emotion profiles for different social groups are obtained from pre-trained XLM-RoBERTa and fine-tuned versions of it.

NLP1_UvA_2022

QGNN

UvA Master thesis "Towards Quantum Graph Neural Networks". The research explores integrating quantum physics into Graph Neural Networks through methods like Tensor Networks to tackle computational challenges in quantum many-body systems.

SentenceRepresentations_NLI

Implementation of different Sentence Encoders trained on Natural Language Inference and evaluated on unseen tasks through Meta's SentEval framework.

Zynq-DMA-IoT

Analysis of soft-DMAs on low-cost ZYNQ devices for IoT platforms running bare-metal applications.

gerardPlanella/LSPE-EGNN

Investigating the extent to which structural encodings in geometric methods contribute in capturing topological information and developing a generic framework (ToGePi) to inject topological and geometric information into MPNN architectures.

gerardPlanella/multiagent_fairness_reproducibility

Reproducibility and extension study for the Fairness for Cooperative Multi-Agent Learning with Equivariant Policies Reproducibility Research Paper

gerardPlanella/DeliveryPlanningASP

Repository for a Delivery Planning project, where we must find optimal delivery routes giving any input graph. The development was performed with ASP using the Clingo Python package for the Knowledge Representation and Reasoning subject for the Artificial Intelligence MSc at the University of Amsterdam 2023.

gerardPlanella/HomeSoundSystem

Implementation of the HomeSound Robot system

gerardPlanella/MultiLingual_Stereotypes

Study on stereotype transfer accross Multilingual Language Models for English, Spanish, French, Greek and Croatian. The emotion profiles for different social groups are obtained from pre-trained XLM-RoBERTa and fine-tuned versions of it.

gerardPlanella/NLP1_UvA_2022

gerardPlanella/InferSent_ATCS

Sentence embeddings (InferSent) and training code for NLI.

gerardPlanella/multiagent-particle-envs

Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

gerardPlanella/QGNN

UvA Master thesis "Towards Quantum Graph Neural Networks". The research explores integrating quantum physics into Graph Neural Networks through methods like Tensor Networks to tackle computational challenges in quantum many-body systems.

gerardPlanella/SentenceRepresentations_NLI

Implementation of different Sentence Encoders trained on Natural Language Inference and evaluated on unseen tasks through Meta's SentEval framework.

gerardPlanella/WeePlant

Implementation of Robotic Platform for Plant care and management

gerardPlanella/Zynq-DMA-IoT

Analysis of soft-DMAs on low-cost ZYNQ devices for IoT platforms running bare-metal applications.

gerardPlanella/path_explain

A repository for explaining feature attributions and feature interactions in deep neural networks.

gerardPlanella/QNN_Classifier

Development of a simple Classifier based on a Quantum Neural Network implemented with Pytorch and PennyLane

gerardPlanella/SentEval

A python tool for evaluating the quality of sentence embeddings.

gerardPlanella/UvA_GeometricDL