← Search

Yanning Dai

2 accepted papers

2026

Efficient Morphology–Control Co-Design via Stackelberg PPO under Non-Differentiable Leader–Follower Interfaces

ICLR 2026poster

Morphology-control co-design concerns the coupled optimization of an agent’s body structure and control policy. A key challenge is that evaluating each candidate morphology requires extensive rollouts to re-optimize control and assess quality, leading to high computational costs and slow convergence…

Cited by 0SourcecodeScholar
2025

Towards an Extremely Robust Baby Robot With Rich Interaction Ability for Advanced Machine Learning Algorithms

IROS 2025

Advanced machine learning algorithms require platforms that are extremely robust and equipped with rich sensory feedback to handle extensive trial-and-error learning without relying on overwhelming inductive biases. Traditional robotic designs, while well-suited for their specific use cases, are oft

Cited by 1SourceScholar