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[rllib] Contribute DDPG to RLlib (#1877)
* ongoing ddpg * ongoing ddpg converged * gpu machine changes * tuned * tuned ddpg specification * ddpg * supplement missed optimizer argument clip_rewards in default DQN configuration * ddpg supports vision env (atari) now * revised according to code review comments * added regression test case * removed irrelevant files * validate ddpg on mountain_car_continuous * restore unnecessary slight changes * revised according to eric's comments * added the requested tests * revised accordingly * revised accordingly and re-validated * formatted by yapf * fix lint errors * formatted by yapf * fix lint errors * formatted by yapf * fix lint error
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@@ -114,6 +114,7 @@ class ModelSupportedSpaces(unittest.TestCase):
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def testAll(self):
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ray.init()
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stats = {}
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check_support("DDPG2", {"timesteps_per_iteration": 1}, stats)
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check_support("DQN", {"timesteps_per_iteration": 1}, stats)
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check_support(
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"A3C", {"num_workers": 1, "optimizer": {"grads_per_step": 1}},
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