Policy Adaptation during Deployment (Pad)

2 Posts

Same Job, Different Scenery: A reinforcement learning technique for visual changes
Policy Adaptation during Deployment (Pad)

Same Job, Different Scenery: A reinforcement learning technique for visual changes

People who take driving lessons during daytime don’t need instruction in driving at night. They recognize that the difference doesn’t disturb their knowledge of how to drive. Similarly, a new reinforcement learning method manages superficial variations in the environment without re-training.

August 19, 20202 min read
Same Job, Different Scenery: A reinforcement learning technique for visual changes
Policy Adaptation during Deployment (Pad)

Same Job, Different Scenery: A reinforcement learning technique for visual changes

People who take driving lessons during daytime don’t need instruction in driving at night. They recognize that the difference doesn’t disturb their knowledge of how to drive. Similarly, a new reinforcement learning method manages superficial variations in the environment without re-training.

August 19, 20202 min read

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