python - 从多个连续动作中选择1个动作(Picking 1 action out of multiple continous actions)

Question

Im trying to implement an environment where you have multiple dials which can be turned from 0-100.

(我正在尝试实现一个环境，在该环境中您可以将多个拨盘设置为0-100。)

Only 1 dial can be turned at each step.

(每步只能转动1个拨盘。)

So far i did it with a discrete actionspace giving 100 action for each dial, so the agent would pick a dial and a position.

(到目前为止，我使用一个离散的操作空间来完成此操作，每个操作盘可提供100次操作，因此座席可以选择一个表盘和一个位置。)
I would like to convert it to continous actionspace.

(我想将其转换为连续的动作空间。)

To do so i took a look at the implementation of a2c for BipedalWalker-v2.

(为此，我看了BipedalWalker-v2的a2c实现。)

The problem i am facing now is that these implementations return an action for each actuator.

(我现在面临的问题是这些实现为每个执行器返回一个动作。)

In my case the agent is only allowed to choose 1 actuator and turn it from 0-100.

(在我的情况下，座席只能选择1个执行器并将其从0-100旋转。)

What would be the optimal approach to do so?

(这样做的最佳方法是什么？)

  ask by Chaos translate from so

Answer 1

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