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Long-term memory systems for AI agents, including episodic and semantic memory

表格 22 results
NameCategoriesTopicsReferencesCredibilityCreateDateUpdateDateTitleRelatedNotesNavigationOrderEleventyTemplateEngineOverrideCreated
20260414_gems_agent_native_multimodal_generation_memory_skillspaper_analysisagent_architecture, multimodal, memory_mechanism, long_term_memory, llmshanghai_ai_lab, sjtu100GEMS: Agent-Native Multimodal Generation with Memory and Skills[object Object][object Object]md
20260419_memskill_learning_evolving_memory_skillspaper_analysisself_evolving_agents, memory_mechanism, agent_architecture, llm, long_term_memorynanyang_technological_university, tsinghua_university, university_of_illinois_urbana_champaign100MemSkill: Learning and Evolving Memory Skills for Self-Evolving AgentsGEMS: Agent-Native Multimodal Generation with Memory and Skills[object Object][object Object]md
20260422_memory_os_of_ai_agentpaper_analysisagent_architecture, memory_mechanism, long_term_memory, context_engineeringlocomo_bench, bai_lab100Memory OS of AI AgentHippoRAG: Neurobiologically Inspired Long-Term Memory, M3-Agent: Multimodal Agent with Long-Term Memory[object Object][object Object]md
20260422_multimodal_agent_long_term_memorypaper_analysisagent_architecture, multimodal, memory_mechanism, long_term_memory, video_understandingm3_bench, bytedance_seed, dapo100Seeing, Listening, Remembering, and Reasoning: A Multimodal Agent with Long-Term MemoryHippoRAG: Neurobiologically Inspired Long-Term Memory[object Object][object Object]md
20260429_agent_workflow_memorypaper_analysisagent_architecture, memory_mechanism, llm, gui_agent, long_term_memory, cognitive_sciencecmu, mit, mind2web, webarena100Agent Workflow Memorydisentangling_memory_reasoning_llm[object Object][object Object]md
20260508_memgpt_towards_llms_as_operating_systemspaper_analysisllm, memory_mechanism, agent_architecture, long_term_memory, context_engineeringuc_berkeley, memgpt100MemGPT: Towards LLMs as Operating Systems[object Object][object Object]md
20260512_meme_multi_entity_evolving_memory_evaluationpaper_analysismemory_mechanism, long_term_memory, agent_architecture, llm, reasoning, evaluationkaist_ai, tuebingen_ai_center, naver_ai_lab100MEME: Multi-entity & Evolving Memory Evaluationmemory_os_of_ai_agent, memgpt_towards_llms_as_operating_systems, disentangling_memory_reasoning_llm[object Object][object Object]md
20260517_heterogeneous_temporal_memory_governance_llm_personapaper_analysismemory_mechanism, llm, long_term_memory, rag, reasoning, persona_consistencyuestc, arpm100A Heterogeneous Temporal Memory Governance Framework for Long-Term LLM Persona Consistencymemgpt_towards_llms_as_operating_systems, meme_multi_entity_evolving_memory_evaluation[object Object][object Object]md
20260522_calmem_dual_memory_conversational_aipaper_analysismemory_mechanism, long_term_memory, agent_architecture, rag, context_engineeringinfosys_limited, memgpt100Application-Layer Dual Memory for Conversational AI: Achieving Virtually Unbounded Context Without Model Modificationmemgpt_towards_llms_as_operating_systems, memlineage_lineage_guided_llm_agent_memory[object Object][object Object]md
20260525_gated_deltanet_2_decoupling_erase_write_linear_attentionpaper_analysismemory_mechanism, llm, reasoning, long_term_memory, reinforce_learningnvidia, deltanet100Gated DeltaNet-2: Decoupling Erase and Write in Linear Attention[object Object][object Object]md
20260529_agent_lifespan_engineering_for_deployed_systemspaper_analysismemory_mechanism, long_term_memory, agent_architecture, evaluation, self_evolving_agentsut_austin100Your Agents Are Aging Too: Agent Lifespan Engineering for Deployed SystemsYour Agents Are Aging Too: Agent Lifespan Engineering for Deployed Systems[object Object][object Object]md
20260604_agent_memory_characterization_system_implicationspaper_analysismemory_mechanism, agent_architecture, long_term_memory, llm, evaluationstanford_university, ku_leuven, memory_agent_bench, memgpt, graphrag95Agent Memory: Characterization and System Implications of Stateful Long-Horizon Workloadsmemgpt_towards_llms_as_operating_systems, memlineage_lineage_guided_llm_agent_memory, calmem_dual_memory_conversational_ai, unlocking_working_memory_latent_reasoning, aip_graph_representation_for_learning_and_governing_agent_skills[object Object][object Object]md
20260628_omniact_omnimodal_embodied_agentspaper_analysisembodied_ai, agent_architecture, long_term_memory, multimodal, robotics, reasoningfudan_university, memgpt100Advancing Omnimodal Embodied Agents from Isolated Skills to Everyday Physical Autonomymemgpt_towards_llms_as_operating_systems, memory_os_of_ai_agent, reca_integrated_acceleration_cooperative_embodied_agents[object Object][object Object]md
20260629_memory_r1_enhancing_llm_agents_manage_utilize_memories_rlpaper_analysisagent_architecture, memory_mechanism, reinforce_learning, llm, long_term_memorylmu_munich, mem0, locomo_bench, grpo100Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learningmemgpt_towards_llms_as_operating_systems, muse_autoskill_self_evolving_skill_memory, gems_agent_native_multimodal_generation_memory_skills, amr_sd_token_level_credit_assignment, agent_memory_characterization_system_implications[object Object][object Object]md
20260702_memory_in_the_age_of_ai_agents_a_surveypaper_analysismemory_mechanism, agent_architecture, survey, llm, long_term_memorynus, fudan_university, pku, renmin_university_of_china100Memory in the Age of AI Agents: A Survey — Forms, Functions and Dynamics[object Object][object Object]md
20260710_loger_long_context_geometric_reconstructionpaper_analysislong_term_memory, memory_mechanism, embodied_ai, multimodal, deep_learningloger, google_deepmind, kitti, vbr100LoGeR: Long-Context Geometric Reconstruction with Hybrid Memory[object Object][object Object]md
20260713_shared_selective_persistent_memory_agentic_llmpaper_analysisagent_architecture, memory_mechanism, long_term_memory, multi_agent_systems, context_engineeringapple_inc, graygoo100Shared Selective Persistent Memory for Agentic LLM Systemsmemgpt_towards_llms_as_operating_systems, agent_memory_characterization_system_implications, memory_in_the_age_of_ai_agents_a_survey[object Object][object Object]md
20260717_experience_memory_graph_one_shot_error_correction_for_agentspaper_analysismemory_mechanism, agent_architecture, reasoning, long_term_memory, knowledge_graphalfworld, scienceworld, uestc100Experience Memory Graph: One-Shot Error Correction for Agentsmemlineage_lineage_guided_llm_agent_memory, shared_selective_persistent_memory_agentic_llm, agent_memory_and_reasoning_frontier_survey_2026[object Object][object Object]md
20260722_supra_cognitive_modes_routed_agent_memorypaper_analysisagent_architecture, memory_mechanism, long_term_memory, reasoning, multi_hop_reasoningsupra_research, locomo_bench, memory_agent_bench, long_mem_eval100Supra Cognitive Modes: A Routed Architecture for Agent Memorymemory_os_of_ai_agent, memgpt_towards_llms_as_operating_systems, shared_selective_persistent_memory_agentic_llm[object Object][object Object]md
20260724_pro_long_programmatic_memory_long_horizon_reasoningpaper_analysismemory_mechanism, agent_architecture, reasoning, long_term_memory, coding_agents, continual_learningduke_university, arc_agi, chain_of_thought100PRO-LONG: Programmatic Memory Enables Long-Horizon Reasoning[object Object][object Object]md
20260726_agentic_context_management_memory_cost_lifecycle_architecturepaper_analysisagent_architecture, memory_mechanism, context_engineering, reasoning, long_term_memorymaximem, long_mem_eval, locomo_bench100Agentic Context Management: Solving Agent Memory and Cost by Treating Them as Lifecycle and Architecture Problemsmemory_os_of_ai_agent, agent_memory_and_reasoning_frontier_survey_2026, memory_in_the_age_of_ai_agents_a_survey, memgpt_towards_llms_as_operating_systems, context_engineering_2_overview[object Object][object Object]md
20260731_memrl_self_evolving_agents_runtime_rl_episodic_memorypaper_analysismemory_mechanism, reinforce_learning, agent_architecture, llm, reasoning, long_term_memorysjtu, xidian_university, nus, shanghai_innovation_institute, memtensor100MemRL: Self-Evolving Agents via Runtime Reinforcement Learning on Episodic Memory[object Object][object Object]md
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