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updated atari presets with v4 environment ids

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This commit is contained in:
Itai Caspi
2017-10-23 14:14:01 +03:00
parent 1a09b7cec3
commit 43bc359166
1 changed files with 3 additions and 3 deletions
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6
presets.py
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@@ -819,7 +819,7 @@ class Montezuma_NEC(Preset):
class Breakout_NEC(Preset):
def __init__(self):
Preset.__init__(self, NEC, Atari, ExplorationParameters)
self.env.level = 'BreakoutDeterministic-v3'
self.env.level = 'BreakoutDeterministic-v4'
self.learning_rate = 0.00025
self.agent.num_transitions_in_experience_replay = 1000000
self.exploration.initial_epsilon = 1.0
@@ -1107,7 +1107,7 @@ class Doom_Basic_A3C(Preset):
class Pong_A3C(Preset):
def __init__(self):
Preset.__init__(self, ActorCritic, Atari, CategoricalExploration)
self.env.level = 'PongDeterministic-v3'
self.env.level = 'PongDeterministic-v4'
self.agent.policy_gradient_rescaler = 'GAE'
self.learning_rate = 0.0001
self.num_heatup_steps = 0
@@ -1123,7 +1123,7 @@ class Pong_A3C(Preset):
class Breakout_A3C(Preset):
def __init__(self):
Preset.__init__(self, ActorCritic, Atari, CategoricalExploration)
self.env.level = 'BreakoutDeterministic-v3'
self.env.level = 'BreakoutDeterministic-v4'
self.agent.policy_gradient_rescaler = 'GAE'
self.learning_rate = 0.0001
self.num_heatup_steps = 200