Refine explore strategy, add prioritized sampling support; add DDQN example; add DQN test #590
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Jinyu-W
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May 18, 2023
| **kwargs: Any, | ||
| ) -> np.ndarray: | ||
| return np.array( | ||
| [act if np.random.random() > self._eps else np.random.randint(self._num_actions) for act in action], |
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add input and output description for newly added class/functions
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* Refine explore strategy, add prioritized sampling support; add DDQN example; add DQN test (#590) * Runnable. Should setup a benchmark and test performance. * Refine logic * Test DQN on GYM passed * Refine explore strategy * Minor * Minor * Add Dueling DQN in CIM scenario * Resolve PR comments * Add one more explanation * fix env_sampler eval info list issue * update version to 0.3.2a4 --------- Co-authored-by: Huoran Li <huoranli@microsoft.com> Co-authored-by: Jinyu Wang <Wang.Jinyu@microsoft.com>
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