c0a4a1f18cfb53b0deeb2c003b8e98ebab19fad8,examples/simple_q_agent.py,SimpleQModel,get_action,#SimpleQModel#Any#Any#,79

Before Change

        // such as epsilon greedy.
        epsilon = self.exploration(episode, self.total_states)  // returns a float

        if self.random.random_sample() < epsilon:
            action = self.random.randint(0, self.action_count)
        else:
            action = self.session.run(self.q_action, {
                self.state: [state]
            })[0]

        self.total_states += 1
        return action

    def update(self, batch):

After Change

        action = self.session.run(self.q_action, {
            self.state["state"]: [state["state"]]
        })
        return dict(action=action[0]), internals

    def update(self, batch):
        

Instances