For a seamless listening experience, you can have your podcasts auto-play with no interruptions. You can turn this on/off in the Settings of the app. You can also access the auto-play toggle from the queue page.
From the Now Playing screen
Click on the queue icon left of the seek backward icon
Toggle on/off the auto play towards the bottom