← Back to Benchmarks
simmediumdexterousmetric · varies
Dexterous Imitation Made Easy: A Learning-Based Framework for Efficient Dexterous Manipulation
Description
Optimizing behaviors for dexterous manipulation has been a longstanding challenge in robotics, with a variety of methods from model-based control to model-free reinforcement learning having been previously explored in literature. Perhaps one of the most powerful techniques to learn complex manipulation strategies is imitation learning. However, collecting and learning from demonstrations in dexterous manipulation is quite challenging. The complex, high-dimensional action-space involved with mult