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54 lines
1.5 KiB
Python
54 lines
1.5 KiB
Python
"""Registry of algorithm names for `rllib train --run=contrib/<alg_name>`"""
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from ray.rllib.utils.deprecation import Deprecated
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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.get_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,
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DEFAULT_CONFIG,
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)
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return AlphaZeroTrainer, DEFAULT_CONFIG
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def _import_bandit_lints():
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from ray.rllib.agents.bandit.bandit import BanditLinTSTrainer
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@Deprecated(old="contrib/LinTS", new="BanditLinTS", error=True)
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class _DeprecatedBandit(BanditLinTSTrainer):
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pass
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return _DeprecatedBandit, BanditLinTSTrainer.get_default_config()
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def _import_bandit_linucb():
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from ray.rllib.agents.bandit.bandit import BanditLinUCBTrainer
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@Deprecated(old="contrib/LinUCB", new="BanditLinUCB", error=True)
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class _DeprecatedBandit(BanditLinUCBTrainer):
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pass
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return _DeprecatedBandit, BanditLinUCBTrainer.get_default_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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# Deprecated: Use BanditLin[TS|UCB], instead.
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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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