Module deepcomp.agent.base

Abstract base classes for central vs distributed/multi agents

"""Abstract base classes for central vs distributed/multi agents"""


class CentralAgent:
    """Single central agent that observes and controls all UEs at once."""
    def __init__(self):
        self.central_agent = True

    def compute_action(self, observation):
        raise NotImplementedError("This needs to be implemented in the child class")


class MultiAgent:
    def __init__(self):
        self.central_agent = False

    def compute_action(self, observation, policy_id):
        raise NotImplementedError("This needs to be implemented in the child class")

Classes

class CentralAgent

Single central agent that observes and controls all UEs at once.

Expand source code

class CentralAgent:
    """Single central agent that observes and controls all UEs at once."""
    def __init__(self):
        self.central_agent = True

    def compute_action(self, observation):
        raise NotImplementedError("This needs to be implemented in the child class")

Subclasses

• BruteForceAgent
• FixedAgent
• RandomAgent

Methods

def compute_action(self, observation)

Expand source code

def compute_action(self, observation):
    raise NotImplementedError("This needs to be implemented in the child class")

class MultiAgent

Expand source code

class MultiAgent:
    def __init__(self):
        self.central_agent = False

    def compute_action(self, observation, policy_id):
        raise NotImplementedError("This needs to be implemented in the child class")

Subclasses

• DynamicSelection
• GreedyAllSelection
• GreedyBestSelection

Methods

def compute_action(self, observation, policy_id)

Expand source code

def compute_action(self, observation, policy_id):
    raise NotImplementedError("This needs to be implemented in the child class")