from enum import IntEnum
[docs]class AgentType(IntEnum):
"""
Enum representing the different agent types in CSLE
"""
T_SPSA = 0
PPO = 1
T_FP = 2
DQN = 3
REINFORCE = 4
NFSP = 5
RANDOM = 6
NONE = 7
VALUE_ITERATION = 8
HSVI = 9
SONDIK_VALUE_ITERATION = 10
RANDOM_SEARCH = 11
DIFFERENTIAL_EVOLUTION = 12
CROSS_ENTROPY = 13
KIEFER_WOLFOWITZ = 14
Q_LEARNING = 15
SARSA = 16
POLICY_ITERATION = 17
SHAPLEY_ITERATION = 18
HSVI_OS_POSG = 19
FICTITIOUS_PLAY = 20
LINEAR_PROGRAMMING_NORMAL_FORM = 21
DYNA_SEC = 22
BAYESIAN_OPTIMIZATION = 23
DFSP_LOCAL = 24
LINEAR_PROGRAMMING_CMDP = 25
BAYESIAN_OPTIMIZATION_EMUKIT = 26
SIMULATED_ANNEALING = 27
CMA_ES = 28
NELDER_MEAD = 29
PARTICLE_SWARM = 30
PPO_CLEAN = 31
POMCP = 32
DQN_CLEAN = 33
C51_CLEAN = 34
PPG_CLEAN = 35
MCS = 36