Saved in:
| Main Authors: | Yuan, Zike, Cao, Yukun, Zhang, Han, Yan, Jianzhi, Liu, Le, ke, Cai, Yu, Yue, Wang, Hui, Liu, Ming, Qin, Bing |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2605.10366 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
GraCoRe: Benchmarking Graph Comprehension and Complex Reasoning in Large Language Models
by: Yuan, Zike, et al.
Published: (2024)
by: Yuan, Zike, et al.
Published: (2024)
MA-GTS: A Multi-Agent Framework for Solving Complex Graph Problems in Real-World Applications
by: Yuan, Zike, et al.
Published: (2025)
by: Yuan, Zike, et al.
Published: (2025)
From Long to Lean: Performance-aware and Adaptive Chain-of-Thought Compression via Multi-round Refinement
by: Yan, Jianzhi, et al.
Published: (2025)
by: Yan, Jianzhi, et al.
Published: (2025)
Asynchronous Credit Assignment for Multi-Agent Reinforcement Learning
by: Liang, Yongheng, et al.
Published: (2024)
by: Liang, Yongheng, et al.
Published: (2024)
Explicit Credit Assignment through Local Rewards and Dependence Graphs in Multi-Agent Reinforcement Learning
by: Le, Bang Giang, et al.
Published: (2026)
by: Le, Bang Giang, et al.
Published: (2026)
Advancing Language Multi-Agent Learning with Credit Re-Assignment for Interactive Environment Generalization
by: He, Zhitao, et al.
Published: (2025)
by: He, Zhitao, et al.
Published: (2025)
Hindsight Credit Assignment for Long-Horizon LLM Agents
by: Tan, Hui-Ze, et al.
Published: (2026)
by: Tan, Hui-Ze, et al.
Published: (2026)
Proximity-Based Multi-Turn Optimization: Practical Credit Assignment for LLM Agent Training
by: Fang, Yangyi, et al.
Published: (2026)
by: Fang, Yangyi, et al.
Published: (2026)
Tree-based Credit Assignment for Multi-Agent Memory System
by: Mao, Marina, et al.
Published: (2026)
by: Mao, Marina, et al.
Published: (2026)
Credit Assignment with Resets in Language Model Reasoning
by: Samanta, Ankur, et al.
Published: (2026)
by: Samanta, Ankur, et al.
Published: (2026)
Reason Analogically via Cross-domain Prior Knowledge: An Empirical Study of Cross-domain Knowledge Transfer for In-Context Learning
by: Liu, Le, et al.
Published: (2026)
by: Liu, Le, et al.
Published: (2026)
GraphTool-Instruction: Revolutionizing Graph Reasoning in LLMs through Decomposed Subtask Instruction
by: Wang, Rongzheng, et al.
Published: (2024)
by: Wang, Rongzheng, et al.
Published: (2024)
Agent0: Unleashing Self-Evolving Agents from Zero Data via Tool-Integrated Reasoning
by: Xia, Peng, et al.
Published: (2025)
by: Xia, Peng, et al.
Published: (2025)
CAVE: A Structured Credit Assignment Approach for Fragmented Visual Evidence Reasoning
by: Guo, Tengda, et al.
Published: (2026)
by: Guo, Tengda, et al.
Published: (2026)
Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling
by: Liu, Yuchen, et al.
Published: (2026)
by: Liu, Yuchen, et al.
Published: (2026)
GRPO-$λ$: Credit Assignment improves LLM Reasoning
by: Parthasarathi, Prasanna, et al.
Published: (2025)
by: Parthasarathi, Prasanna, et al.
Published: (2025)
From Reasoning Chains to Verifiable Subproblems: Curriculum Reinforcement Learning Enables Credit Assignment for LLM Reasoning
by: Jiang, Xitai, et al.
Published: (2026)
by: Jiang, Xitai, et al.
Published: (2026)
Exact Is Easier: Credit Assignment for Cooperative LLM Agents
by: Chen, Yanjun, et al.
Published: (2026)
by: Chen, Yanjun, et al.
Published: (2026)
GSEM: Graph-based Self-Evolving Memory for Experience Augmented Clinical Reasoning
by: Han, Xiao, et al.
Published: (2026)
by: Han, Xiao, et al.
Published: (2026)
Outcome-Grounded Advantage Reshaping for Fine-Grained Credit Assignment in Mathematical Reasoning
by: Li, Ziheng, et al.
Published: (2026)
by: Li, Ziheng, et al.
Published: (2026)
Unifying Temporal and Structural Credit Assignment in LLM-Based Multi-Agent Prompt Optimization
by: Li, Wenwu, et al.
Published: (2026)
by: Li, Wenwu, et al.
Published: (2026)
Reducing Credit Assignment Variance via Counterfactual Reasoning Paths
by: Ding, Fei, et al.
Published: (2026)
by: Ding, Fei, et al.
Published: (2026)
Towards Effective In-context Cross-domain Knowledge Transfer via Domain-invariant-neurons-based Retrieval
by: Yan, Jianzhi, et al.
Published: (2026)
by: Yan, Jianzhi, et al.
Published: (2026)
CoDA: Towards Effective Cross-domain Knowledge Transfer via CoT-guided Domain Adaptation
by: Yan, Jianzhi, et al.
Published: (2026)
by: Yan, Jianzhi, et al.
Published: (2026)
SCAR: Shapley Credit Assignment for More Efficient RLHF
by: Cao, Meng, et al.
Published: (2025)
by: Cao, Meng, et al.
Published: (2025)
SEARL: Joint Optimization of Policy and Tool Graph Memory for Self-Evolving Agents
by: Feng, Xinshun, et al.
Published: (2026)
by: Feng, Xinshun, et al.
Published: (2026)
Knowing When to Ask: Segment-Level Credit Assignment for LLM Tool Use
by: Kumar, Abhijit, et al.
Published: (2026)
by: Kumar, Abhijit, et al.
Published: (2026)
Speaking the Language of Teamwork: LLM-Guided Credit Assignment in Multi-Agent Reinforcement Learning
by: Lin, Muhan, et al.
Published: (2025)
by: Lin, Muhan, et al.
Published: (2025)
The Term Structure of Credit Default Swap Spreads and the Cross Section of Options Returns
by: Hao Zhang, et al.
Published: (2025)
by: Hao Zhang, et al.
Published: (2025)
Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning
by: Cheng, Jie, et al.
Published: (2025)
by: Cheng, Jie, et al.
Published: (2025)
Agent0-VL: Exploring Self-Evolving Agent for Tool-Integrated Vision-Language Reasoning
by: Liu, Jiaqi, et al.
Published: (2025)
by: Liu, Jiaqi, et al.
Published: (2025)
Challenges in Credit Assignment for Multi-Agent Reinforcement Learning in Open Agent Systems
by: Abadi, Alireza Saleh, et al.
Published: (2025)
by: Abadi, Alireza Saleh, et al.
Published: (2025)
Biologically Plausible Training of Deep Neural Networks Using a Top-down Credit Assignment Network
by: Chen, Jian-Hui, et al.
Published: (2022)
by: Chen, Jian-Hui, et al.
Published: (2022)
DeepFact: Co-Evolving Benchmarks and Agents for Deep Research Factuality
by: Huang, Yukun, et al.
Published: (2026)
by: Huang, Yukun, et al.
Published: (2026)
InT: Self-Proposed Interventions Enable Credit Assignment in LLM Reasoning
by: Yang, Matthew Y. R., et al.
Published: (2026)
by: Yang, Matthew Y. R., et al.
Published: (2026)
CAPO: Towards Enhancing LLM Reasoning through Generative Credit Assignment
by: Xie, Guofu, et al.
Published: (2025)
by: Xie, Guofu, et al.
Published: (2025)
Exploiting Tree Structure for Credit Assignment in RL Training of LLMs
by: Tran, Hieu, et al.
Published: (2025)
by: Tran, Hieu, et al.
Published: (2025)
DeepTool: Scaling Interleaved Deliberation in Tool-Integrated Reasoning via Process-Supervised Reinforcement Learning
by: He, Yang, et al.
Published: (2026)
by: He, Yang, et al.
Published: (2026)
HiPER: Hierarchical Reinforcement Learning with Explicit Credit Assignment for Large Language Model Agents
by: Peng, Jiangweizhi, et al.
Published: (2026)
by: Peng, Jiangweizhi, et al.
Published: (2026)
ANDES: Agent Native Data Evolving Synthesis Tool for Autonomous Instruction Alignment
by: Zhao, Zhengyang, et al.
Published: (2026)
by: Zhao, Zhengyang, et al.
Published: (2026)
Similar Items
-
GraCoRe: Benchmarking Graph Comprehension and Complex Reasoning in Large Language Models
by: Yuan, Zike, et al.
Published: (2024) -
MA-GTS: A Multi-Agent Framework for Solving Complex Graph Problems in Real-World Applications
by: Yuan, Zike, et al.
Published: (2025) -
From Long to Lean: Performance-aware and Adaptive Chain-of-Thought Compression via Multi-round Refinement
by: Yan, Jianzhi, et al.
Published: (2025) -
Asynchronous Credit Assignment for Multi-Agent Reinforcement Learning
by: Liang, Yongheng, et al.
Published: (2024) -
Explicit Credit Assignment through Local Rewards and Dependence Graphs in Multi-Agent Reinforcement Learning
by: Le, Bang Giang, et al.
Published: (2026)