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publications
talks
Deep RL for StarCraft II
Published:
An introduction of our work in Deecamp2018 which achieved StarCraft AI with Deep Reinforcement Learning.
In this work we first use reward shaping for StarCraft Minigame-CollectMineralShards and we gain higher scores than previous benchmark.[Demo-Video][Code]
Then we use hierarchical learning for StarCraft Minigame–BuildMarines and we gain higher scores than previous benchmark.[Demo-Video][[Code]]
Weather Forecast Competition in AI Challenger 2018
Published:
A introduction of my work in the final of the Weather Forecast Competition in AI Challenger 2018. [Link]
[Code][Slide]
SCADA Data Missing Repair Competition
Published:
A introduction of our work in SCADA Data Missing Repair Competition. [Link].
[Slide]
Liver Cancer Diagnosis
Published:
A introduction of our work in Liver Cancer Imaging AI Diagnosis. [Link]
[Slide] [Presentation-Video]
Exploration for Reinforcement Learning
Published:
A survey of exploration researches in Reinforcement Learning.
[Slide][Document(Chinese)]
Evaluation/Identification the Patterns of Genepressing
Published:
A introduction of my work in the final of the Sports Analytics Challenge sponsored by PSG. [Link]
[Code][Slide]