Search Results for author: Chengyang Huang

Found 2 papers, 1 papers with code

FP-IRL: Fokker-Planck-based Inverse Reinforcement Learning -- A Physics-Constrained Approach to Markov Decision Processes

no code implementations17 Jun 2023 Chengyang Huang, Siddhartha Srivastava, Xun Huan, Krishna Garikipati

We identify specific manifestations of this isomorphism and use them to create a novel physics-aware IRL algorithm, FP-IRL, which can simultaneously infer the transition and reward functions using only observed trajectories.

Cross-Modal Commentator: Automatic Machine Commenting Based on Cross-Modal Information

1 code implementation ACL 2019 Pengcheng Yang, Zhihan Zhang, Fuli Luo, Lei LI, Chengyang Huang, Xu sun

Automatic commenting of online articles can provide additional opinions and facts to the reader, which improves user experience and engagement on social media platforms.

Comment Generation

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