#reinforcement learning

2 stories · 0 in 7 days · 0 in 30 days

Stories, products and papers tagged "reinforcement learning", newest first.

Sep 18

Score Centering Stabilizes Off-policy RL

For researchers working on reinforcement learning, this paper presents a practical method to stabilize RL under training-inference mismatch, which is a common challenge when scaling models.

#reinforcement learning #off-policy reinforcement learning #training-inference mismatch #RL algorithms

arXiv cs.LG@Martin Marek, Max RyabininSource

Jul 20

Papers10:44

Chinese content物理增强强化学习PEARL实现动力学系统实时最优控制

这篇论文用PEARL方法解决了RL在复杂动力学系统中样本效率低的问题，能在非稳态流中做实时控制，比现有算法更高效，值得搞控制或RL的人看看。

#PEARL #reinforcement learning #dynamical systems #optimal control

arXiv cs.LG@Matteo Tomasetto et al. (4)Source