Real-World Robot Learning
Cross-source consensus on Real-World Robot Learning from 1 sources and 4 claims.
1 sources · 4 claims
Benefits
Risks & contraindications
Comparisons
Highlighted claims
- The experiment used no simulation model during training. — Learning to Race in Minutes: Infoprop Dyna on the Mini Wheelbot
- Learning-based control on fast, unstable, nonlinear robots is difficult when learning must happen directly on hardware. — Learning to Race in Minutes: Infoprop Dyna on the Mini Wheelbot
- The demonstration shows that Infoprop Dyna can learn a high-performance racing controller directly from real-world robot interaction. — Learning to Race in Minutes: Infoprop Dyna on the Mini Wheelbot
- The result suggests direct real-world MBRL may discover strategies that are difficult for conventional sim-to-real pipelines. — Learning to Race in Minutes: Infoprop Dyna on the Mini Wheelbot