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Fix old exploration configs. (#7240)
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@@ -22,7 +22,7 @@ APEX_DEFAULT_CONFIG = merge_dicts(
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"sample_batch_size": 50,
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"target_network_update_freq": 500000,
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"timesteps_per_iteration": 25000,
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"exploration": {"type": "PerWorkerEpsilonGreedy"},
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"exploration_config": {"type": "PerWorkerEpsilonGreedy"},
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"worker_side_prioritization": True,
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"min_iter_time_s": 30,
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},
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@@ -72,7 +72,7 @@ class IgnoresWorkerFailure(unittest.TestCase):
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"timesteps_per_iteration": 1000,
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"num_gpus": 0,
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"min_iter_time_s": 1,
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"exploration": False,
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"explore": False,
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"learning_starts": 1000,
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"target_network_update_freq": 100,
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"optimizer": {
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@@ -17,7 +17,7 @@ apex:
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adam_epsilon: .00015
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hiddens: [512]
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buffer_size: 1000000
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exploration:
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exploration_config:
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final_epsilon: 0.01
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epsilon_timesteps: 200000
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prioritized_replay_alpha: 0.5
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@@ -21,7 +21,7 @@ atari-dist-dqn:
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buffer_size: 1000000
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sample_batch_size: 4
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train_batch_size: 32
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exploration:
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exploration_config:
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epsilon_timesteps: 200000
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final_epsilon: 0.01
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prioritized_replay_alpha: 0.5
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@@ -23,7 +23,7 @@ atari-basic-dqn:
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buffer_size: 1000000
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sample_batch_size: 4
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train_batch_size: 32
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exploration:
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exploration_config:
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epsilon_timesteps: 200000
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final_epsilon: 0.01
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prioritized_replay_alpha: 0.5
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@@ -23,7 +23,7 @@ dueling-ddqn:
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buffer_size: 1000000
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sample_batch_size: 4
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train_batch_size: 32
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exploration:
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exploration_config:
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epsilon_timesteps: 200000
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final_epsilon: 0.01
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prioritized_replay_alpha: 0.5
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@@ -85,7 +85,7 @@ apex:
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adam_epsilon: .00015
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hiddens: [512]
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buffer_size: 1000000
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exploration:
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exploration_config:
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epsilon_timesteps: 200000
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final_epsilon: 0.01
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prioritized_replay_alpha: 0.5
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@@ -135,7 +135,7 @@ atari-basic-dqn:
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buffer_size: 1000000
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sample_batch_size: 4
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train_batch_size: 32
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exploration:
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exploration_config:
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epsilon_timesteps: 200000
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final_epsilon: 0.01
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prioritized_replay_alpha: 0.5
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@@ -13,7 +13,7 @@ pong-deterministic-dqn:
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buffer_size: 50000
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sample_batch_size: 4
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train_batch_size: 32
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exploration:
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exploration_config:
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epsilon_timesteps: 200000
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final_epsilon: .01
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model:
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@@ -13,7 +13,7 @@ pong-deterministic-rainbow:
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buffer_size: 50000
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sample_batch_size: 4
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train_batch_size: 32
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exploration:
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exploration_config:
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epsilon_timesteps: 2
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final_epsilon: 0.0
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target_network_update_freq: 500
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