An ensemble trained on randomized reward shapings improves zero-shot coordination by 62-119% in sparse rewards on Overcooked when partners use different shapings for the same objectives.
Comprehensive overview of reward engineering and shaping in advancing reinforcement learning applications, 2024
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Zero Shot Coordination for Sparse Reward Tasks with Diverse Reward Shapings
An ensemble trained on randomized reward shapings improves zero-shot coordination by 62-119% in sparse rewards on Overcooked when partners use different shapings for the same objectives.