Portfolio

MUAX

Autonomous Learning of Physical Environment through Neural Tree Search

Proposed a MCTS-based reinforcement learning algorithm to perform active slam.

Temporal Graph Attention Network Prediction on Ethereum Transaction Cost and Analysis on ‘The Merge’

Proposed a GNN model based on temporal transaction network to predict Ethereum Transaction Cost

Light Attention Vision Modules for Atari

Propose an attention-based vision policy that can play Atari games based on pixel input.

Reinforcement Learning for Goal-based Wealth Management: A study of behavior improvement through approximation and reward engineering

Proposed a reward engineering method and leveraged function approximation for value function.