Zhengyao Jiang
Cofounder of @WecoAI , PhD in Machine Learning @ucl-dark. Building AI Agents that build AI
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About
Zhengyao Jiang works in ML & data science and AI engineering, based in London, UK (University College London). Cofounder of @WecoAI , PhD in Machine Learning @ucl-dark. Building AI Agents that build AI. Public projects on GitHub include Latentplan (Code release for Efficient Planning in a Compact Latent Action Space (ICLR2023)…), NLRL (Source code of Neural Logic Reinforcement Learning (https://arxiv.org/abs/1904.10729)) and GradientInduction (Framework of DataLog Neural Program Synthesis), mostly written in Python, Java and Jupyter.
Projects 6
Latentplan
Code release for Efficient Planning in a Compact Latent Action Space (ICLR2023) https://arxiv.org/abs/2208.10291.
github.comNLRL
Source code of Neural Logic Reinforcement Learning (https://arxiv.org/abs/1904.10729)
github.comGradientInduction
Framework of DataLog Neural Program Synthesis
github.comRnnFromScratch
build tensorflow high level rnn api from scratch
github.comPGPortfolio
PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"(https://arxiv.org/pdf/1706.10059.pdf).
github.comGTG
Source code of "Grid-to-Graph: Flexible Spatial Relational Inductive Biases for Reinforcement Learning" (AAMAS 2021).
github.com