"credit assignment" Papers
9 papers found
Conference
Action abstractions for amortized sampling
Oussama Boussif, Léna Ezzine, Joseph Viviano et al.
ICLR 2025arXiv:2410.15184
3
citations
Efficient Multi-agent Offline Coordination via Diffusion-based Trajectory Stitching
Lei Yuan, Yuqi Bian, Lihe Li et al.
ICLR 2025oral
5
citations
Latent Reward: LLM-Empowered Credit Assignment in Episodic Reinforcement Learning
Yun Qu, Yuhang Jiang, Boyuan Wang et al.
AAAI 2025paperarXiv:2412.11120
24
citations
Meta-learning how to Share Credit among Macro-Actions
Ionel-Alexandru Hosu, Traian Rebedea, Razvan Pascanu
NEURIPS 2025oralarXiv:2506.13690
Segment Policy Optimization: Effective Segment-Level Credit Assignment in RL for Large Language Models
Yiran Guo, Lijie Xu, Jie Liu et al.
NEURIPS 2025arXiv:2505.23564
18
citations
VinePPO: Refining Credit Assignment in RL Training of LLMs
Amirhossein Kazemnejad, Milad Aghajohari, Eva Portelance et al.
ICML 2025arXiv:2410.01679
56
citations
Individual Contributions as Intrinsic Exploration Scaffolds for Multi-agent Reinforcement Learning
Xinran Li, Zifan LIU, Shibo Chen et al.
ICML 2024arXiv:2405.18110
10
citations
Learning to Stabilize Online Reinforcement Learning in Unbounded State Spaces
Brahma Pavse, Matthew Zurek, Yudong Chen et al.
ICML 2024arXiv:2306.01896
3
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