Check why actor loss, critic loss, value loss are increasing

[csingh27]

5Y : Actor loss inc. Critic value dec. State, action pair not good Action not defined correctly OR action defined correctly but policy network returns the wrong actions ?

[csingh27sewts]

Things to try : Reduce batch size Add more layers to the network Check gradients Check weights initialization