**How severe does this issue affect your experience of using Ray?**

- High: It blocks me to complete my task.

Hello, I currently have a discrete action space represented by gym.spaces.Discrete(3) that represent “go right, stay and go left”. I need to add one more action, but this is a continuous value that will represent the value of acceleration or deceleration by the PPO agent.

Note that I am not looking for autoregressive actions as my actions are all independent of each other. How would I go about doing this - in my action distribution? Please advise. I appreciate it. Thank you.

**EDIT**

If it’s easier to make the discrete actions happen simultaneously with the continuous action, then that information would be useful too.