Distributional shift in RL is classified by which POMDP generative component changes (internal agent vs external environment) and by whether the time boundary is explicit, implicit, or hybrid.
Smooth Q-Learning: An Algorithm for Independent Learners in Stochastic Cooperative Markov Games
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A Unified Causal-Origin Taxonomy of Distributional Shifts in Reinforcement Learning
Distributional shift in RL is classified by which POMDP generative component changes (internal agent vs external environment) and by whether the time boundary is explicit, implicit, or hybrid.