Elliot C. Nelson

Q-function Decomposition with Intervention Semantics with Factored Action Spaces

2025 · arXiv (Cornell University)

Many practical reinforcement learning environments have a discrete factored action space that induces a large combinatorial set of actions, thereby posing significant challenges. Existing approaches leverage the regular structure of the action space and resort …