Past research & project that I have worked and am currently working on; sorted column-wise left to right.
Creating artificial motor cortex by imitating naturalistic agents and performing generative inverse kinematics.
Building segmentation and generation tools via state space models.
Studying behavior attractors and skeletons living in high dimensional latent space.
Reverse engineering from a embodied language model's perspective.
Farmework for tackling language model multi-agents collborations in an adversarial environment.
Full end-to-end A-MARL framework for competitive and cooperative AI training.
Learning is about how to create structured projection space and plan with it during post-training inference.
Building recommendation systems using sequential data for business owners.
Building a numerical / text database for my study data.
Ensemble learning in highly imbalanced real-world datasets.
Leveraging the power of neural network to build an Neural Gadget Controller, inspired by the Neural Turing Machine.
Studying effects of addition computationally via discrete reinforcement learning.
Intuitive visualization of dimensional reduction algorithm for educational purpose.