Open lijiayi9712 opened 1 year ago
Hi Jiayi,
Thank you very much for your email. Sorry for the inconvenience. With the current version, you can only tune the trade-off parameter beta to change the reward function. If you need to design a reward function with a different format, you need to change line 133 in "build_env.py". However, we will update the framework recently, and adding a more customized reward function module is on our next-step update list.
Sincerely, Chi
On Wed, Jun 7, 2023 at 3:22 PM Jiayi Li @.***> wrote:
Hi, thanks for developing this framework. I am curious whether there is a tutorial for customizing reward function: from the paper, it seems that the trade-off parameter beta can be easily tuned but is there a way to design reward functions with totally different format? Thanks!!!
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Thanks for the info! Do you have an estimated time for this update?
It should be around mid-July.
Best, Chi
On Thu, Jun 8, 2023 at 11:21 AM Jiayi Li @.***> wrote:
Thanks for the info! Do you have an estimated time for this update?
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Hi @chz056 and @lijiayi9712, shall we close this issue? Looks like my_custom_reward_function() in customize folder addresses the issue.
Hi, thanks for developing this framework. I am curious whether there is a tutorial for customizing reward function: from the paper, it seems that the trade-off parameter beta can be easily tuned but is there a way to design reward functions with totally different format? Thanks!!!