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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 2SourceScholar
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 0SourceScholar