Posts / Tag

#PyTorch

2 posts

AI Project

Jan 21, 2026

Federated Learning in Distributed Settings: Comparing FedProx and SCAFFOLD

I compared the performance of the FedProx and SCAFFOLD federated learning algorithms on non-IID data. Experiments used the AG News text classification dataset and a GRU model, and I analyzed each algorithm's convergence behavior.

AI Project

Jan 19, 2026

Implementing Deep RL Algorithms: Comparing DQN, Double DQN, and PER

Compares three reinforcement learning algorithms, DQN, Double DQN, and PER, in the CartPole, Acrobot, and MountainCar environments, and analyzes the characteristics and limits of each.