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Code Issues Projects Releases Wiki Activity

Batch RL (#238)

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Gal Leibovich
2019-03-19 18:07:09 +02:00
committed by GitHub
parent 4a8451ff02
commit e3c7e526c7
38 changed files with 1003 additions and 87 deletions
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rl_coach/presets/MontezumaRevenge_BC.py
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@@ -5,6 +5,7 @@ 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
from rl_coach.memories.memory import MemoryGranularity
from rl_coach.core_types import PickledReplayBuffer
####################
# Graph Scheduling #
@@ -25,7 +26,7 @@ agent_params.memory.max_size = (MemoryGranularity.Transitions, 1000000)
# agent_params.memory.discount = 0.99
agent_params.algorithm.discount = 0.99
agent_params.algorithm.num_consecutive_playing_steps = EnvironmentSteps(0)
agent_params.memory.load_memory_from_file_path = 'datasets/montezuma_revenge.p'
agent_params.memory.load_memory_from_file_path = PickledReplayBuffer('datasets/montezuma_revenge.p')
###############
# Environment #