Sharing rollouts between decentralized language models during RL post-training improved cumulative rewards by up to 94% over an isolated baseline in the paper's best configuration.
Gensyn rl swarm
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.LG 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
Sharing is Caring: Efficient LM Post-Training with Collective RL Experience Sharing
Sharing rollouts between decentralized language models during RL post-training improved cumulative rewards by up to 94% over an isolated baseline in the paper's best configuration.