Adaptive Decoding Methods for Token-Efficient Reinforcement Learning.

arXiv:2610.25860v1 Announce Type: cross Abstract: Rollout decoding affects both which trajectories are used for reinforcement learning with verifiable rewards (RLVR) and how many completion tokens are spent collecting them. We study whether candidate-token sup