Poster "credit assignment" Papers

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Action abstractions for amortized sampling

Oussama Boussif, Léna Ezzine, Joseph Viviano et al.

ICLR 2025arXiv:2410.15184

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

VinePPO: Refining Credit Assignment in RL Training of LLMs

Amirhossein Kazemnejad, Milad Aghajohari, Eva Portelance et al.

ICML 2025arXiv:2410.01679

Individual Contributions as Intrinsic Exploration Scaffolds for Multi-agent Reinforcement Learning

Xinran Li, Zifan LIU, Shibo Chen et al.

ICML 2024arXiv:2405.18110

Learning to Stabilize Online Reinforcement Learning in Unbounded State Spaces

Brahma Pavse, Matthew Zurek, Yudong Chen et al.

ICML 2024arXiv:2306.01896