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Miguel Angel Zamora Mora

2 accepted papers

2026

PokeFlex: A Real-World Dataset of Volumetric Deformable Objects for Robotics

ICRA 2026poster

Data-driven methods have shown great potential in solving challenging manipulation tasks; however, their application in the domain of deformable objects has been constrained, in part, by the lack of data. To address this lack, we propose PokeFlex, a dataset featuring real-world multimodal data that …

2021

PODS: Policy Optimization via Differentiable Simulation

ICML 2021spotlight

Current reinforcement learning (RL) methods use simulation models as simple black-box oracles. In this paper, with the goal of improving the performance exhibited by RL algorithms, we explore a systematic way of leveraging the additional information provided by an emerging class of differentiable si…

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