Search Results for author: Jonathan Hans Soeseno

Found 4 papers, 1 papers with code

Expanding Versatility of Agile Locomotion through Policy Transitions Using Latent State Representation

no code implementations14 Jun 2023 Guilherme Christmann, Ying-Sheng Luo, Jonathan Hans Soeseno, Wei-Chao Chen

Next, we expand the versatility of the robot by unifying the policies with robust transitions into a single coherent meta-controller by examining the latent state representations.

Streamlined Framework for Agile Forecasting Model Development towards Efficient Inventory Management

no code implementations13 Apr 2023 Jonathan Hans Soeseno, Sergio González, Trista Pei-Chun Chen

This paper proposes a framework for developing forecasting models by streamlining the connections between core components of the developmental process.

Management Time Series

Transition Motion Tensor: A Data-Driven Approach for Versatile and Controllable Agents in Physically Simulated Environments

no code implementations30 Nov 2021 Jonathan Hans Soeseno, Ying-Sheng Luo, Trista Pei-Chun Chen, Wei-Chao Chen

This paper proposes the Transition Motion Tensor, a data-driven framework that creates novel and physically accurate transitions outside of the motion dataset.

Motion Planning

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