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Morgan Byrd

2 accepted papers

2025

Privileged-Dreamer: Explicit Imagination of Privileged Information for Rapid Adaptation of Learned Policies

ICRA 2025

Numerous real-world control problems involve dynamics and objectives affected by unobservable hidden parameters, ranging from autonomous driving to robotic manipulation, which cause performance degradation during sim-to-real transfer. To represent these kinds of domains, we adopt hiddenparameter Mar

Cited by 2Source ↗Scholar ↗
2025

Unsupervised Skill Discovery as Exploration for Learning Agile Locomotion

CoRL 2025poster

Exploration is crucial for legged robots to learn agile locomotion behaviors capable of overcoming diverse obstacles. For example, a robot may need to try different contact patterns and momentum profiles to successfully jump over an obstacle—but encouraging such diverse exploration is inherently ch…

Cited by 0Source ↗Scholar ↗