Hi I am training an RL agent using PPO algorithm of stable baselines library. I have integrated my training with tensorboard to monitor the training process. Over a period of time my training rewards were increasing and all of a sudden went down. The graph looks like
A graph of another run
Can someone help me in understanding why this is happening and what does this sudden decrease in rewards mean?