"episodic reinforcement learning" Papers
5 papers found
Conference
Latent Reward: LLM-Empowered Credit Assignment in Episodic Reinforcement Learning
Yun Qu, Yuhang Jiang, Boyuan Wang et al.
AAAI 2025paperarXiv:2412.11120
24
citations
Sharp Gap-Dependent Variance-Aware Regret Bounds for Tabular MDPs
Shulun Chen, Runlong Zhou, Zihan Zhang et al.
NEURIPS 2025arXiv:2506.06521
1
citations
TOP-ERL: Transformer-based Off-Policy Episodic Reinforcement Learning
Ge Li, Dong Tian, Hongyi Zhou et al.
ICLR 2025oralarXiv:2410.09536
11
citations
Combinatorial Multivariant Multi-Armed Bandits with Applications to Episodic Reinforcement Learning and Beyond
Xutong Liu, Siwei Wang, Jinhang Zuo et al.
ICML 2024arXiv:2406.01386
8
citations
STAS: Spatial-Temporal Return Decomposition for Multi-Agent Reinforcement Learning
Sirui Chen, Zhaowei Zhang, Yaodong Yang et al.
AAAI 2024paperarXiv:2304.07520
6
citations