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Action space question

Open hurong971013 opened this issue 2 years ago • 2 comments

I'm sorry to bother you. Excuse me, in 80 discrete action spaces, why I'm sorry to bother you. Excuse me, in 80 discrete action spaces, why should the linear velocity be exponentially valued?

hurong971013 avatar Aug 09 '21 04:08 hurong971013

This is because we want the robot the take some more fine-grained actions when it gets close to the goal. Exponentially sampling leads to more low-valued velocities. We experimented with linear and expoential and found exponential worked better.

ChanganVR avatar Aug 11 '21 16:08 ChanganVR

This is because we want the robot the take some more fine-grained actions when it gets close to the goal. Exponentially sampling leads to more low-valued velocities. We experimented with linear and expoential and found exponential worked better.

Thank you very much. I can understand.

hurong971013 avatar Aug 16 '21 08:08 hurong971013