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network_imporvements branch merge

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This commit is contained in:
Shadi Endrawis
2018-10-02 13:41:46 +03:00
parent 72ea933384
commit 51726a5b80
110 changed files with 1639 additions and 1161 deletions
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12
rl_coach/presets/MontezumaRevenge_BC.py
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@@ -1,7 +1,6 @@
from rl_coach.agents.bc_agent import BCAgentParameters
from rl_coach.base_parameters import VisualizationParameters, PresetValidationParameters
from rl_coach.core_types import TrainingSteps, EnvironmentEpisodes, EnvironmentSteps, RunPhase
from rl_coach.environments.environment import MaxDumpMethod, SelectedPhaseOnlyDumpMethod
from rl_coach.core_types import TrainingSteps, EnvironmentEpisodes, EnvironmentSteps
from rl_coach.environments.gym_environment import Atari
from rl_coach.graph_managers.basic_rl_graph_manager import BasicRLGraphManager
from rl_coach.graph_managers.graph_manager import ScheduleParameters
@@ -31,14 +30,9 @@ agent_params.memory.load_memory_from_file_path = 'datasets/montezuma_revenge.p'
###############
# Environment #
###############
env_params = Atari()
env_params.level = 'MontezumaRevenge-v0'
env_params = Atari(level='MontezumaRevenge-v0')
env_params.random_initialization_steps = 30
vis_params = VisualizationParameters()
vis_params.video_dump_methods = [SelectedPhaseOnlyDumpMethod(RunPhase.TEST), MaxDumpMethod()]
vis_params.dump_mp4 = False
########
# Test #
########
@@ -46,5 +40,5 @@ preset_validation_params = PresetValidationParameters()
preset_validation_params.test_using_a_trace_test = False
graph_manager = BasicRLGraphManager(agent_params=agent_params, env_params=env_params,
schedule_params=schedule_params, vis_params=vis_params,
schedule_params=schedule_params, vis_params=VisualizationParameters(),
preset_validation_params=preset_validation_params)