21 lines
641 B
Python
21 lines
641 B
Python
import sys
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from .naive import NaiveExperience
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from .proportional import PropotionalExperience
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from .rank_based import RankBasedExperience
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def get_replay_buffer(name, env, policy, qnet, target_qnet, conf):
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"""
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Get replay buffer according to the given name.
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"""
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if name == 'rank_based':
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return RankBasedExperience(env, policy, qnet, target_qnet, conf)
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elif name == 'proportional':
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return PropotionalExperience(env, policy, qnet, target_qnet, conf)
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elif name == 'naive':
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return NaiveExperience(env, policy, qnet, target_qnet, conf)
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else:
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sys.stderr.write('no such replay buffer')
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