Virginia Tech thesis studies real-world reinforcement learning deployment on Apptronik Apollo

Jun 16, 2025 · Research Publication · Apptronik · Humanoid

Apptronik company media
Company media · Apptronik
  • The Virginia Tech master's thesis is titled Deploying Reinforcement Learning in the Real World: A Case Study on Apptronik Apollo.
  • The repository record identifies the work as a humanoid-robotics and reinforcement-learning thesis with Apptronik Apollo as the case-study platform.
  • The work gives Apollo a directly product-specific reinforcement-learning deployment case study.

Apptronik is a humanoid robotics company focused on general-purpose robots for industrial environments. The company emerged from the University of Texas robotics lab and prior work on NASA's Valkyrie system.