Skand Skand

Simple Masked Training Strategies Yield Control Policies That Are Robust to Sensor Failure

Sensor failure is common when robots are deployed in the real world, as sensors naturally wear out over time. Such failures can lead to catastrophic outcomes, including damage to the robot from unexpected robot behaviors such as falling during walking. Previous work has tried to address this problem…