About
Contact & Profiles
A5083028887
Research Areas
- Optimization and Search Problems
- Innovations in Concrete and Construction Materials
- Manufacturing Process and Optimization
- Advanced Bandit Algorithms Research
- Topology Optimization in Engineering
- Auction Theory and Applications
Georgia Institute of Technology
2022-2024
ShangHai JiAi Genetics & IVF Institute
2022
Truss layout optimization under complex constraints has been a hot and challenging problem for decades that aims to find the optimal node locations, connection topology between nodes, cross-sectional areas of connecting bars. Monte Carlo Tree Search (MCTS) is reinforcement learning search technique competent solve decision-making problems. Inspired by success AlphaGo using MCTS, truss formulated as Markov Decision Process (MDP) model, 2-stage MCTS-based algorithm, AlphaTruss, proposed...
10.3390/buildings12050641
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Buildings
2022-05-11
10.1145/3670865.3673495
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EN
2024-07-08
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