Definition
Credit assignment is the problem of figuring out which action in a long sequence was responsible for an eventual outcome — the move that lost the chess game, the line of code that broke the build, the early decision that derailed the agent. It’s central to RL and gets exponentially harder as horizons get longer.
Episodes covering this
Worth reading next
Papers we haven't done a deep dive on yet, but would recommend on this topic.