def __init__(self,
epsilon=0.2,
tau=2.5,
epsilon_decay=0.9999,
tau_decay=1):
DiscreteExplorer.__init__(self)
self.epsilon = epsilon
self.tau = tau
self.epsilon_decay = epsilon_decay
self.tau_decay = tau_decay
self._state = None
def activate(self, state, action):
""" The super class ignores the state and simply passes the
action through the module. implement _forwardImplementation()
in subclasses.
"""
self._state = state
return DiscreteExplorer.activate(self, state, action)
def activate(self, state, action):
""" The super class ignores the state and simply passes the
action through the module. implement _forwardImplementation()
in subclasses.
"""
self._state = state
return DiscreteExplorer.activate(self, state, action)
def activate(self, state, action):
""" Save the current state for state-dependent exploration. """
self.state = state
return DiscreteExplorer.activate(self, state, action)
def __init__(self, epsilon = 0.2, decay = 0.9998):
""" TODO: the epsilon and decay parameters are currently
not implemented.
"""
DiscreteExplorer.__init__(self)
self.state = None
def __init__(self, epsilon=0.2, decay=0.9998):
DiscreteExplorer.__init__(self)
self.state = None
def __init__(self, tau = 2., decay = 0.9995):
DiscreteExplorer.__init__(self)
self.tau = tau
self.decay = decay
self._state = None
def __init__(self, epsilon=0.3, decay=0.9999):
DiscreteExplorer.__init__(self)
self.epsilon = epsilon
self.decay = decay
def activate(self, state, action):
self.state = state
return DiscreteExplorer.activate(self, state, action)
def __init__(self, random_state, epsilon=0.3, decay=0.9999):
DiscreteExplorer.__init__(self)
self.random_state = random_state
self.epsilon = epsilon
self.decay = decay
self.module = None
def __init__(self, tau=2., decay=0.9995):
DiscreteExplorer.__init__(self)
self.tau = tau
self.decay = decay
self._state = None
def __init__(self, env, epsilon = 0.3, decay = 0.9999):
DiscreteExplorer.__init__(self)
self.epsilon = epsilon
self.decay = decay
self.env = env
pyrand.seed()
def __init__(self, epsilon = 0.3, decay = 0.9999):
DiscreteExplorer.__init__(self)
self.epsilon = epsilon
self.decay = decay
def __init__(self, epsilon = 0.2, decay = 0.9998):
DiscreteExplorer.__init__(self)
self.state = None
def activate(self, state, action):
self.state = state
return DiscreteExplorer.activate(self, state, action)
def activate(self, state, action):
""" Save the current state for state-dependent exploration. """
self.state = state
return DiscreteExplorer.activate(self, state, action)
def __init__(self, env, epsilon=0.3, decay=0.9999):
DiscreteExplorer.__init__(self)
self.epsilon = epsilon
self.decay = decay
self.env = env
pyrand.seed()
