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ArenaRL: Scaling RL for Open-Ended Agents via Tournament-based Relative Ranking

Beginner

Qiang Zhang, Boli Chen et al.Jan 10arXiv

ArenaRL teaches AI agents by comparing their answers against each other, like a sports tournament, instead of giving each answer a single noisy score.

#ArenaRL#reinforcement learning#relative ranking

Papers1

ArenaRL: Scaling RL for Open-Ended Agents via Tournament-based Relative Ranking