← Search

Yirui Zhou

2 accepted papers

2026

Inference-Stage Adaptation-Projection Strategy Adapts Diffusion Policy to Cross-Manipulators Scenarios

ICRA 2026poster

Diffusion policies are powerful visuomotor models for robotic manipulation, yet they often fail to generalize to manipulators or end-effectors unseen during training and struggle to accommodate new task requirements at inference time. Addressing this typically requires costly data recollection and p…

2024

Exploring Gradient Explosion in Generative Adversarial Imitation Learning: A Probabilistic Perspective

AAAI 2024technical

Generative Adversarial Imitation Learning (GAIL) stands as a cornerstone approach in imitation learning. This paper investigates the gradient explosion in two types of GAIL: GAIL with deterministic policy (DE-GAIL) and GAIL with stochastic policy (ST-GAIL). We begin with the observation that the tra…

Cited by 6SourcePDFScholar