9128a4b20336fb8c07fc4e0e0985fe299d1a5f12,tensorforce/core/agent.py,Agent,__init__,#Agent#Any#Any#,41

Before Change

        // exploration
        self.exploration = dict()
        for name, action in self.action_config.items():
            exploration = action.get("exploration", None)
            args = action.get("exploration_args", ())
            kwargs = action.get("exploration_kwargs", {})
            if exploration is None:
                self.exploration[name] = None
            elif exploration in explorations:
                self.exploration[name] = explorations[exploration](*args, **kwargs)
            else:
                self.exploration[name] = module(exploration)(*args, **kwargs)

        self.episodes = 0

After Change

        // exploration
        self.exploration = dict()
        for name, action in config.actions:
            if "exploration" not in action:
                self.exploration[name] = None
                continue
            exploration = action.exploration
            args = action.exploration_args
            kwargs = action.exploration_kwargs
            self.exploration[name] = util.function(exploration, explorations)(*args, **kwargs)

        self.episode = 0

Instances