Publications

Zhengyao Jiang, Tianjun Zhang, Robert Kirk, Tim Rocktäschel, Edward Grefenstette (2021). Graph Backup: Data Efficient Backup Exploiting Markovian Data. In DeepRL2021.

PDF Cite

Zhengyao Jiang, Pasquale Minervini, Minqi Jiang, Tim Rocktäschel (2021). Grid-to-Graph: Flexible Spatial Relational Inductive Biases for Reinforcement Learning. In AAMAS2021.

PDF Cite Code

Zhengyao Jiang, Shan Luo (2019). Neural Logic Reinforcement Learning. In ICML2019.

PDF Cite Code

Zhengyao Jiang, Dixing Xu, Jinjun Liang (2017). A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem. In Arxiv.

PDF Cite Code