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cs.LG2026
Correcting Within-Group Self-Selection Bias in Prioritized Replay
Oscar Miró López-Feliu, Herke van Hoof
Prioritized experience replay (PER) improves sample efficiency by replaying high-priority transitions, usually according to absolute temporal-difference error. In stochastic enviro…
cs.LG2026
A Goal-Set Characterization of Task Composition in the Boolean Task Algebra
Eduardo Terrés-Caballero, Herke van Hoof
The Boolean Task Algebra (BTA) provides a principled framework for zero-shot task composition in reinforcement learning by equipping goal-reaching tasks with Boolean operations. We…