Planning with Goal-Conditioned Policies

Soroush Nasiriany, Vitchyr Pong, Steven Lin, Sergey Levine

Neural Information Processing Systems 

Planning methods can solve temporally extended sequential decision making problems by composing simple behaviors. However, planning requires suitable abstractions for the states and transitions, which typically need to be designed by hand.

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