Project – Up As Pro

Why Your RL Model Fails: Prioritized Replay and Actor-Critic in code (Part 2) AIFunFactsforAll YouTube Pedram Agand

In this video, I break down the code behind designing an RL agent with an Actor-Critic architecture using a prioritized replay buffer! 🤖💻 Discover how to tackle sparse rewards, optimize training efficiency, and boost your model’s performance with practical tips and WandB tracking. If you want to go beyond theory and see how to implement these concepts in code, this is the video for you! Check it out and level up your RL skills today!

Academic Code Concept Machine Learning Project Videos

July 19, 2024 admin

Score Prediction from User Log with BERT

Discover latest project: predicting user scores from interaction logs with a quiz system! By analyzing user behavior and leveraging cutting-edge ML techniques like DistilBERT, curriculum learning, and LoRA, we’ve crafted a robust model to infer scores without needing correct answers or user choices. Dive into our innovative approach and see how we’re revolutionizing educational tools. #MachineLearning #AI #EdTech #Robotics #DistilBERT #CurriculumLearning #LoRA

Academic Code Project

November 3, 2023 admin

Sequential Modeling in Marine Navigation

The maritime industry’s continuous commitment to sustainability has led to a dedicated exploration of methods to reduce vessel fuel consumption.

UpasPro, Pedram Agand personal blog. AI and financial advice

Code Machine Learning Project Videos

September 6, 2023 admin

DMFuser: Distilled Multi-Task Learning for End-to-end Transformer-Based Sensor Fusion in Autonomous Driving

In the context of end-to-end autonomous driving, current sensor fusion techniques for imitation learning are insufficient} in challenging scenarios involving

Code Machine Learning Project

June 26, 2023 admin

Fuel consumption prediction for passanger Ferry

This project is accepted at journal of ocean engineering in a regular paper entitled “Fuel Consumption Prediction for a Passenger

Machine Learning Project Videos

June 3, 2023 admin

NLP projects for beginners

Here is the content in an immersive summer camp designed specifically for students in grades 9 and 10 who are

Code Machine Learning Project

May 31, 2023 admin

MLAAS: use streamlit for ML deployment

Using Streamlit, we deploy exploratory data analysis (EDA) for different tabular dataset. The following data are preloaded in the model: The

UpasPro, Pedram Agand personal blog. AI and finacial advice

Code Machine Learning Project

May 31, 2023 admin

LetFuser: Autonomous driving with transformers

LeTFuser: Light-weight End-to-end Transformer-Based Sensor Fusion for Autonomous Driving with Multi-Task Learning In end-to-end autonomous driving, the utilization of existing