Eeshani Shilamkar

Emergent Dexterity Via Diverse Resets and Large-Scale Reinforcement Learning

Reinforcement learning in GPU-enabled physics simulation has been the driving force behind many of the breakthroughs in sim-to-real robot learning. However, current approaches for data generation in simulation are unwieldy and task-specific, requiring extensive human effort to engineer training curr…