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Daniel Jiwoong Im's Projects

alphago-zero-gobang icon alphago-zero-gobang

Meta-Zeta is a Gobang model based on reinforcement learning. It is mainly used to understand the demo of the operating principle of AlphaGo Zero, that is, how the neural network guides MCTS to make decisions, and how to learn by itself. Source code + tutorial

appagent icon appagent

AppAgent: Multimodal Agents as Smartphone Users, an LLM-based multimodal agent framework designed to operate smartphone apps.

baller2vec icon baller2vec

A multi-entity Transformer for multi-agent spatiotemporal modeling.

char-rnn icon char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

dcgan_code icon dcgan_code

Deep Convolutional Generative Adversarial Networks

oho icon oho

Online Hyperparameter Optimization

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

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