Abdulmalik Almadhi

Artificial Intelligence Specialization · Cohort 2024

SunAgent

SunAgent is a project aimed at developing a specialized Reinforcement Learning (RL) agent to learn and master the Sun phase of the card game Baloot. The project involves designing and implementing the agent within a custom environment created using PettingZoo framework. To demonstrate the agent's learning and decision-making capabilities against other agents and players, we built a simple Sun game using pygame.

Read the final report (PDF)

See it in the program report (PDF)

Artificial Intelligence Specialization · Cohort 2023

SABBAH: Multi-Modal Arabic Hate Speech Detection

The SABBAH project is a pipeline of models that are designed to separate voices and classify hate speech. The project uses a combination of Vocal Seperation Models, Automatic Speech Recognition, and Arabic LLMs to identify hate speech from text and audio recordings. Cutting edge techniques such as adversarial training have been applied to improve the models reslience to malicious inputs. The SABBAH project is still under development, but it has the potential to make a significant impact on the field of AI safety

See it in the program report (PDF)