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memory system
memory system
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large language model
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reinforcement learning
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agent system
(324)
deep reinforcement learning
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memory architecture
(15)
knowledge retrieval
(330)
expert pruning
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web agent
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web navigation
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teacher-student learning
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Papers
KnowPilot: Your Knowledge-Driven Copilot for Domain Tasks
AAAI 2026
EverMemOS: A Self-Organizing Memory Operating System for Structured Long-Horizon Reasoning
ACL 2026
Mem2Evolve: Towards Self-Evolving Agents via Co-Evolutionary Capability Expansion and Experience Distillation
ACL 2026
R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory
ACL 2025
AGILE: A Novel Reinforcement Learning Framework of LLM Agents
NIPS 2024
Large Language Models Are Semi-Parametric Reinforcement Learning Agents
NIPS 2023
Continual Variational Autoencoder via Continual Generative Knowledge Distillation
AAAI 2023
Memory-assisted prompt editing to improve GPT-3 after deployment
EMNLP 2022
Generalization of Reinforcement Learners with Working and Episodic Memory
NIPS 2019
Two is better than one: distinct roles for familiarity and recollection in retrieving palimpsest memories
NIPS 2011
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