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Nicole E. Carey

2 accepted papers

2025

Flow-based Domain Randomization for Learning and Sequencing Robotic Skills

ICML 2025poster

Domain randomization in reinforcement learning is an established technique for increasing the robustness of control policies learned in simulation. By randomizing properties of the environment during training, the learned policy can be robust to uncertainty along the randomized dimensions. While the…

2021

Collective Transport of Unconstrained Objects via Implicit Coordination and Adaptive Compliance

ICRA 2021poster

We present a decentralized control algorithm for robots to aid in carrying an unknown load. Coordination occurs solely through sensing of the forces on or movement of the shared load. Robots prevent undesired motion of the load while permitting movement in the task-relevant subspace, and stabilize a…

Cited by 10SourceScholar