What game other than CartPole-v0 is the A2C agent good at?

facebookresearch / salina

a Lightweight library for sequential learning agents, including reinforcement learning

MIT License

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What game other than CartPole-v0 is the A2C agent good at? #40

Closed wooloo1121 closed 1 year ago

wooloo1121 commented 2 years ago

Hi,

I've been working with the a2c example agent you provide, and haven't found any game other than CartPole-v0 that it can learn well. Is there any other game that it is good at?

Thank you so much.

Best, Karin

ludc commented 2 years ago

Hi, you can try lunarlander for instance. But the hyper-parameters will have to be correctly tuned. In one of our paper, we are using it for ProcGen also.

Keep me in touch

Ludovic

wooloo1121 commented 2 years ago

Hi Ludovic,

Thank you so much for your quick reply. Can you also show me which parameters to tune and how to tune them for lunarlander? Thank you very much again!

Best, Karin

wooloo1121 commented 2 years ago

Hi,

I wonder if the Pong example under a2c complete folder works? It seems I need to change the data type of variable "input" (in A2CAtariAgent) to float for it to run, and it still has a value error after running for a short period of time. Thank you very much.

Best, Karin