nmi-val / mbpo / static / walker2d.py
walker2d.py
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import numpy as np

class StaticFns:

    @staticmethod
    def termination_fn(obs, act, next_obs):
        assert len(obs.shape) == len(next_obs.shape) == len(act.shape) == 2

        height = next_obs[:, 0]
        angle = next_obs[:, 1]
        not_done =  (height > 0.8) \
                    * (height < 2.0) \
                    * (angle > -1.0) \
                    * (angle < 1.0)
        done = ~not_done
        done = done[:,None]
        return done