Infoprop Dyna
Cross-source consensus on Infoprop Dyna from 1 sources and 4 claims.
1 sources · 4 claims
How it works
Background
Highlighted claims
- Infoprop Dyna improved the autonomous racing policy using both real robot interactions and learned-model rollouts. — Learning to Race in Minutes: Infoprop Dyna on the Mini Wheelbot
- The method was selected because it tracks accumulated model uncertainty and mitigates exploitation of inaccurate model predictions. — Learning to Race in Minutes: Infoprop Dyna on the Mini Wheelbot
- Infoprop Dyna is designed to limit exploitation of errors in learned dynamics models during synthetic rollouts. — Learning to Race in Minutes: Infoprop Dyna on the Mini Wheelbot
- Infoprop Dyna had previously achieved state-of-the-art performance in simulated MuJoCo benchmarks. — Learning to Race in Minutes: Infoprop Dyna on the Mini Wheelbot