mirror of
https://github.com/vale981/ray
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37 lines
1.1 KiB
Python
37 lines
1.1 KiB
Python
"""Registry of algorithm names for `rllib train --run=<alg_name>`"""
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def _import_random_agent():
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from ray.rllib.contrib.random_agent.random_agent import RandomAgent
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return RandomAgent, RandomAgent._default_config
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def _import_maddpg():
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from ray.rllib.contrib import maddpg
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return maddpg.MADDPGTrainer, maddpg.DEFAULT_CONFIG
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def _import_alphazero():
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from ray.rllib.contrib.alpha_zero.core.alpha_zero_trainer import\
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AlphaZeroTrainer, DEFAULT_CONFIG
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return AlphaZeroTrainer, DEFAULT_CONFIG
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def _import_bandit_lints():
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from ray.rllib.contrib.bandits.agents.lin_ts import LinTSTrainer, TS_CONFIG
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return LinTSTrainer, TS_CONFIG
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def _import_bandit_linucb():
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from ray.rllib.contrib.bandits.agents.lin_ucb import LinUCBTrainer, \
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UCB_CONFIG
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return LinUCBTrainer, UCB_CONFIG
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CONTRIBUTED_ALGORITHMS = {
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"contrib/RandomAgent": _import_random_agent,
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"contrib/MADDPG": _import_maddpg,
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"contrib/AlphaZero": _import_alphazero,
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"contrib/LinTS": _import_bandit_lints,
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"contrib/LinUCB": _import_bandit_linucb
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}
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