Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents
Fuente:
arXiv
Saved in:
| Main Authors: | Yan, Sikuan, Bahloul, Ahmed, Nie, Ercong, Schwarzmann, Susanna, Trivisonno, Riccardo, Tresp, Volker, Ma, Yunpu |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
PyraVid: Hierarchical Multimodal Memory for Long-Horizon Video Reasoning
by: Yan, Sikuan, et al.
Published: (2026)
by: Yan, Sikuan, et al.
Published: (2026)
Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning
by: Yan, Sikuan, et al.
Published: (2025)
by: Yan, Sikuan, et al.
Published: (2025)
Tree-based Credit Assignment for Multi-Agent Memory System
by: Mao, Marina, et al.
Published: (2026)
by: Mao, Marina, et al.
Published: (2026)
Agentic Neural Networks: Self-Evolving Multi-Agent Systems via Textual Backpropagation
by: Ma, Xiaowen, et al.
Published: (2025)
by: Ma, Xiaowen, et al.
Published: (2025)
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)
SwarmAgentic: Towards Fully Automated Agentic System Generation via Swarm Intelligence
by: Zhang, Yao, et al.
Published: (2025)
by: Zhang, Yao, 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)
Shapley-Coop: Credit Assignment for Emergent Cooperation in Self-Interested LLM Agents
by: Hua, Yun, et al.
Published: (2025)
by: Hua, Yun, et al.
Published: (2025)
A Historical Interaction-Enhanced Shapley Policy Gradient Algorithm for Multi-Agent Credit Assignment
by: Ding, Ao, et al.
Published: (2025)
by: Ding, Ao, et al.
Published: (2025)
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)
Memory Poisoning Attack and Defense on Memory Based LLM-Agents
by: Sunil, Balachandra Devarangadi, et al.
Published: (2026)
by: Sunil, Balachandra Devarangadi, et al.
Published: (2026)
MLC-Agent: Cognitive Model based on Memory-Learning Collaboration in LLM Empowered Agent Simulation Environment
by: Zhang, Ming, et al.
Published: (2025)
by: Zhang, Ming, et al.
Published: (2025)
Pancake: Hierarchical Memory System for Multi-Agent LLM Serving
by: Hu, Zhengding, et al.
Published: (2026)
by: Hu, Zhengding, et al.
Published: (2026)
Memory-Augmented Reinforcement Learning Agent for CAD Generation
by: Xiaolong, Yin, et al.
Published: (2026)
by: Xiaolong, Yin, et al.
Published: (2026)
Routing-Free Mixture-of-Experts
by: Liu, Yilun, et al.
Published: (2026)
by: Liu, Yilun, et al.
Published: (2026)
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)
GAAMA: Graph Augmented Associative Memory for Agents
by: Paul, Swarna Kamal, et al.
Published: (2026)
by: Paul, Swarna Kamal, et al.
Published: (2026)
Leveraging Large Language Models for Effective and Explainable Multi-Agent Credit Assignment
by: Nagpal, Kartik, et al.
Published: (2025)
by: Nagpal, Kartik, et al.
Published: (2025)
Governed Collaborative Memory as Artificial Selection in LLM-Based Multi-Agent Systems
by: Cuadros, Diego F., et al.
Published: (2026)
by: Cuadros, Diego F., et al.
Published: (2026)
Hera: Learning Long-Horizon Coordination for Device-Cloud Collaborative LLM Agents
by: Zhang, Yuxin, et al.
Published: (2026)
by: Zhang, Yuxin, et al.
Published: (2026)
Adaptive Memory Admission Control for LLM Agents
by: Zhang, Guilin, et al.
Published: (2026)
by: Zhang, Guilin, et al.
Published: (2026)
Memory Intelligence Agent
by: Qiao, Jingyang, et al.
Published: (2026)
by: Qiao, Jingyang, et al.
Published: (2026)
G-Memory: Tracing Hierarchical Memory for Multi-Agent Systems
by: Zhang, Guibin, et al.
Published: (2025)
by: Zhang, Guibin, et al.
Published: (2025)
Mesh Memory Protocol: Semantic Infrastructure for Multi-Agent LLM Systems
by: Xu, Hongwei
Published: (2026)
by: Xu, Hongwei
Published: (2026)
QLLM: Do We Really Need a Mixing Network for Credit Assignment in Multi-Agent Reinforcement Learning?
by: Li, Yuanjun, et al.
Published: (2025)
by: Li, Yuanjun, et al.
Published: (2025)
StructMem: Structured Memory for Long-Horizon Behavior in LLMs
by: Xu, Buqiang, et al.
Published: (2026)
by: Xu, Buqiang, et al.
Published: (2026)
A Subgoal-driven Framework for Improving Long-Horizon LLM Agents
by: Wang, Taiyi, et al.
Published: (2026)
by: Wang, Taiyi, et al.
Published: (2026)
R3R: Decentralized Multi-Agent Collision Avoidance with Infinite-Horizon Safety
by: Vielmetti, Thomas Marshall, et al.
Published: (2025)
by: Vielmetti, Thomas Marshall, et al.
Published: (2025)
A Multi-Memory Segment System for Generating High-Quality Long-Term Memory Content in Agents
by: Zhang, Gaoke, et al.
Published: (2025)
by: Zhang, Gaoke, et al.
Published: (2025)
Nucleolus Credit Assignment for Effective Coalitions in Multi-agent Reinforcement Learning
by: Li, Yugu, et al.
Published: (2025)
by: Li, Yugu, et al.
Published: (2025)
MACCA: Offline Multi-agent Reinforcement Learning with Causal Credit Assignment
by: Wang, Ziyan, et al.
Published: (2023)
by: Wang, Ziyan, et al.
Published: (2023)
Trust, Lies, and Long Memories: Emergent Social Dynamics and Reputation in Multi-Round Avalon with LLM Agents
by: Ellawela, Suveen
Published: (2026)
by: Ellawela, Suveen
Published: (2026)
ENGRAM: Effective, Lightweight Memory Orchestration for Conversational Agents
by: Patel, Daivik, et al.
Published: (2025)
by: Patel, Daivik, et al.
Published: (2025)
COSAC: Counterfactual Credit Assignment in Sequential Cooperative Teams
by: Deshmukh, Shripad, et al.
Published: (2026)
by: Deshmukh, Shripad, et al.
Published: (2026)
ParamMem: Augmenting Language Agents with Parametric Reflective Memory
by: Yao, Tianjun, et al.
Published: (2026)
by: Yao, Tianjun, et al.
Published: (2026)
MemEvolve: Meta-Evolution of Agent Memory Systems
by: Zhang, Guibin, et al.
Published: (2025)
by: Zhang, Guibin, et al.
Published: (2025)
Self-Evolving Multi-Agent Systems via Decentralized Memory
by: Hao, Guangya, et al.
Published: (2026)
by: Hao, Guangya, et al.
Published: (2026)
Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering
by: Zhou, Chenyu, et al.
Published: (2026)
by: Zhou, Chenyu, et al.
Published: (2026)
Collaborative Memory: Multi-User Memory Sharing in LLM Agents with Dynamic Access Control
by: Rezazadeh, Alireza, et al.
Published: (2025)
by: Rezazadeh, Alireza, et al.
Published: (2025)
Not All Turns Matter: Credit Assignment for Multi-Turn Jailbreaking
by: He, Zhida, et al.
Published: (2026)
by: He, Zhida, et al.
Published: (2026)
Similar Items
-
PyraVid: Hierarchical Multimodal Memory for Long-Horizon Video Reasoning
by: Yan, Sikuan, et al.
Published: (2026) -
Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning
by: Yan, Sikuan, et al.
Published: (2025) -
Tree-based Credit Assignment for Multi-Agent Memory System
by: Mao, Marina, et al.
Published: (2026) -
Agentic Neural Networks: Self-Evolving Multi-Agent Systems via Textual Backpropagation
by: Ma, Xiaowen, et al.
Published: (2025) -
Speaking the Language of Teamwork: LLM-Guided Credit Assignment in Multi-Agent Reinforcement Learning
by: Lin, Muhan, et al.
Published: (2025)