Source code for grid2op.Agent.topologyGreedy

# Copyright (c) 2019-2020, RTE (
# See AUTHORS.txt
# This Source Code Form is subject to the terms of the Mozilla Public License, version 2.0.
# If a copy of the Mozilla Public License, version 2.0 was not distributed with this file,
# you can obtain one at
# SPDX-License-Identifier: MPL-2.0
# This file is part of Grid2Op, Grid2Op a testbed platform to model sequential decision making in power systems.

from grid2op.Agent.greedyAgent import GreedyAgent

[docs]class TopologyGreedy(GreedyAgent): """ This is a :class:`GreedyAgent` example, which will attempt to reconfigure the substations connectivity. It will choose among: - doing nothing - changing the topology of one substation. To choose, it will simulate the outcome of all actions, and then chose the action leading to the best rewards. """ def __init__(self, action_space): GreedyAgent.__init__(self, action_space) self.tested_action = None
[docs] def _get_tested_action(self, observation): if self.tested_action is None: res = [self.action_space({})] # add the do nothing # better use "get_all_unitary_topologies_set" and not "get_all_unitary_topologies_change" # maybe "change" are still "bugged" (in the sens they don't count all topologies exactly once) res += self.action_space.get_all_unitary_topologies_set(self.action_space) self.tested_action = res return self.tested_action