AI Stack Exchange
2024-11-19 12:47 UTC
By rlfish
AI-110-20241119-social-media-e7222df8
the actor loss is getting higher and higher in DDPG
when i train my DDPG ,the actor loss is getting higher and higher which should get lower and lower ,while the critic loss is decreasing to zero. i wonder why and how to prevent this situation. I apply DDPG to power distribution of electrical vehicle,when i use my dataset as power input,the ddpg will go bad,also the sac,but the reward will get higher while the actor loss is increasing.In another situation,the critic loss is stable and near to zero, but the actor loss is still increasing.
when i train my DDPG ,the actor loss is getting higher and higher which should get lower and lower ,while the critic loss is decreasing to zero. i wonder why and how to prevent this situation. I apply DDPG to power distribution of electrical vehicle,when i use my dataset as power input,the ddpg will go bad,also the sac,but the reward will get higher while the actor loss is increasing.In another situation,the critic loss is stable and near to zero, but the actor loss is still increasing.
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