mirror of
https://github.com/vale981/ray
synced 2025-03-06 10:31:39 -05:00
44 lines
1.2 KiB
Python
44 lines
1.2 KiB
Python
"""Registry of algorithm names for `rllib train --run=contrib/<alg_name>`"""
|
|
|
|
|
|
def _import_random_agent():
|
|
from ray.rllib.contrib.random_agent.random_agent import RandomAgent
|
|
|
|
return RandomAgent, RandomAgent.get_default_config()
|
|
|
|
|
|
def _import_maddpg():
|
|
from ray.rllib.contrib import maddpg
|
|
|
|
return maddpg.MADDPGTrainer, maddpg.DEFAULT_CONFIG
|
|
|
|
|
|
def _import_alphazero():
|
|
from ray.rllib.contrib.alpha_zero.core.alpha_zero_trainer import (
|
|
AlphaZeroTrainer,
|
|
DEFAULT_CONFIG,
|
|
)
|
|
|
|
return AlphaZeroTrainer, DEFAULT_CONFIG
|
|
|
|
|
|
def _import_bandit_lints():
|
|
from ray.rllib.agents.bandit.bandit import BanditLinTSTrainer
|
|
|
|
return BanditLinTSTrainer, BanditLinTSTrainer.get_default_config()
|
|
|
|
|
|
def _import_bandit_linucb():
|
|
from ray.rllib.agents.bandit.bandit import BanditLinUCBTrainer
|
|
|
|
return BanditLinUCBTrainer, BanditLinUCBTrainer.get_default_config()
|
|
|
|
|
|
CONTRIBUTED_ALGORITHMS = {
|
|
"contrib/RandomAgent": _import_random_agent,
|
|
"contrib/MADDPG": _import_maddpg,
|
|
"contrib/AlphaZero": _import_alphazero,
|
|
# Deprecated: Use BanditLin[TS|UCB], instead.
|
|
"contrib/LinTS": _import_bandit_lints,
|
|
"contrib/LinUCB": _import_bandit_linucb,
|
|
}
|