SOE: Sample-Efficient Robot Policy Self-Improvement via On-Manifold Exploration

Yang Jin, Jun Lv, Han Xue +3

Intelligent agents progress by continually refining their capabilities through actively exploring environments. Yet robot policies often lack sufficient exploration capability due…