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Design and architecture of AI agents

表格 66 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
20260423_agentevolver_self_evolving_agentpaper_analysisagent_architecture, reinforce_learning, llm, reasoningtongyi_lab, appworld, bfcl_v3100AgentEvolver: Towards Efficient Self-Evolving Agent System[object Object][object Object]md
20260423_attentive_reasoning_queriespaper_analysisllm, agent_architecture, reasoning, cognitive_science, context_engineeringemcie_co100Attentive Reasoning Queries: Optimizing Instruction-Following in LLMsai_reasoning_deep_learning_symbolic_neural[object Object][object Object]md
20260423_meta_harness_end_to_end_optimizationpaper_analysiscontext_engineering, agent_architecture, llm, reasoning, ragstanford_iris_lab, terminalbench_2, krafton100Meta-Harness: End-to-End Optimization of Model Harnesses[object Object][object Object]md
20260424_context_engineering_2_overviewpaper_analysiscontext_engineering, llm, agent_architecture, reasoningsjtu_gair_lab, tongyi_lab100context_engineering_2_overview[object Object][object Object]md
20260425_reca_integrated_acceleration_cooperative_embodied_agentspaper_analysisllm, agent_architecture, memory_mechanism, embodied_ai, multi_hop_reasoninggeorgia_tech, harvard_university100ReCA: Integrated Acceleration for Real-Time and Efficient Cooperative Embodied Autonomous Agents[object Object][object Object]md
20260427_agentsquare_automatic_llm_agent_searchpaper_analysisagent_architecture, llm, reasoning, memory_mechanism, reinforce_learningtsinghua_fib_lab, neural_architecture_search100AgentSquare: Automatic LLM Agent Search in Modular Design Space[object Object][object Object]md
20260427_detecting_hallucinations_semantic_entropypaper_analysisllm, reasoning, agent_architecture, memory_mechanism, reinforce_learningoatml_oxford, neural_architecture_search100Detecting hallucinations in large language models using semantic entropy[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
20260503_aflow_automating_agentic_workflow_generationpaper_analysisagent_architecture, llm, reasoning, workflow_optimizationdeepwisdom, monte_carlo_tree_search, claw100AFLOW: Automating Agentic Workflow Generation[object Object][object Object]md
20260504_reasoningbank_scaling_agent_self_evolving_reasoning_memorypaper_analysisself_evolving_agents, reasoning_memory, test_time_scaling, agent_architecture, memory_mechanismgoogle_cloud_ai_research, webarena, mind2web, swebench_verified100ReasoningBank: Scaling Agent Self-Evolving with Reasoning MemorySelf-Evolving Agents: A Survey[object Object][object Object]md
20260504_self_evolving_agents_survey_asipaper_analysisself_evolving_agents, artificial_super_intelligence, survey, agent_architecture, memory_mechanismprinceton_university, tsinghua_university, sjtu, google_cloud_ai_research100A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super IntelligenceReasoningBank: Scaling Agent Self-Evolving with Reasoning Memory[object Object][object Object]md
20260506_openclaw_rl_train_any_agent_simply_by_talkingpaper_analysisreinforce_learning, agent_architecture, llm, self_evolving_agents, reasoninggen_verse100OpenClaw-RL: Train Any Agent Simply by Talking[object Object][object Object]md
20260507_scaling_large_language_model_multi_agent_collaborationpaper_analysisllm, agent_architecture, workflow_optimization, distributed_systemstsinghua_university, peng_cheng_laboratory100Scaling Large Language Model-based Multi-Agent Collaboration[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
20260509_skillos_learning_skill_curation_self_evolving_agentspaper_analysisagent_architecture, memory_mechanism, reinforce_learning, self_evolving_agents, skill_curationgoogle_cloud_ai_research, grpo, skillos, alfworld100SkillOS: Learning Skill Curation for Self-Evolving Agentsself_evolving_agents_survey_asi, memory_os_of_ai_agent, agentevolver_self_evolving_agent, reasoningbank_scaling_agent_self_evolving_reasoning_memory[object Object][object Object]md
20260512_gasim_graph_accelerated_hybrid_social_simulationpaper_analysisagent_architecture, memory_mechanism, knowledge_graph, llm, multi_agent_systemsuestc, graph_attention_network, mem0100GASim: A Graph-Accelerated Hybrid Framework for Social Simulationmemgpt_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
20260515_apwa_parallelizable_agentic_workflowspaper_analysismulti_agent_systems, agent_architecture, distributed_systems, workflow_optimization, reasoning, llmnortheastern_university, apwa, ray, pii_300k, schemabench, summarybench95APWA: A Distributed Architecture for Parallelizable Agentic Workflowsscaling_large_language_model_multi_agent_collaboration, gasim_graph_accelerated_hybrid_social_simulation[object Object][object Object]md
20260515_harnessing_agentic_evolutionpaper_analysisagent_architecture, self_evolving_agents, reasoning, memory_mechanism, reinforce_learning, workflow_optimizationdeepwisdom, hkust_gz, sjtu, tsinghua_university, nanyang_technological_university100harnessing_agentic_evolutionself_evolving_agents_survey_asi, skillos_learning_skill_curation_self_evolving_agents, aflow_automating_agentic_workflow_generation[object Object][object Object]md
20260518_memlineage_lineage_guided_llm_agent_memorypaper_analysismemory_mechanism, agent_architecture, llm, agent_security, lineage_trackingiie_cas100MemLineage: Lineage-Guided Enforcement for LLM Agent Memory[object Object][object Object]md
20260520_skillgenbench_benchmarking_skill_generation_llm_agentspaper_analysisagent_architecture, evaluation, skill_curation, llm, reasoningquanta_alpha, sjtu, pku, nus, xjtu, tsinghua_university, sufe, ntu, ucas100SkillGenBench: Benchmarking Skill Generation Pipelines for LLM Agentsontology_skill_analysis[object Object][object Object]md
20260521_methodology_selecting_composing_runtime_architecture_patterns_production_llm_agentspaper_analysisagent_architecture, distributed_systems, multi_agent_systems, llm, reasoningstanford_iris_lab, claw100A Methodology for Selecting and Composing Runtime Architecture Patterns for Production LLM Agentsagent_memory_and_reasoning_frontier_survey_2026, memgpt_towards_llms_as_operating_systems, memlineage_lineage_guided_llm_agent_memory[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
20260523_moss_self_evolution_source_level_rewritingpaper_analysisself_evolving_agents, agent_architecture, llm, multi_agent_systemsclaw, hkust_gz100MOSS: Self-Evolution through Source-Level Rewriting in Autonomous Agent Systemsmethodology_selecting_composing_runtime_architecture_patterns_production_llm_agents, skillos_learning_skill_curation_self_evolving_agents, agent_memory_and_reasoning_frontier_survey_2026[object Object][object Object]md
20260526_skillopt_executive_strategy_self_evolving_agent_skillspaper_analysisself_evolving_agents, skill_curation, agent_architecture, reasoning, workflow_optimizationmicrosoft_research_asia, sjtu100SkillOpt: Executive Strategy for Self-Evolving Agent Skillsskillos, moss, harnessing_agentic_evolution, self_evolving_agents_survey[object Object][object Object]md
20260527_scaling_harness_agentic_aipaper_analysisagent_architecture, memory_mechanism, reasoning, self_evolving_agents, multi_agent_systemsuc_berkeley, cheetahclaws100From Model Scaling to System Scaling: Scaling the Harness in Agentic AIMemLineage, MemGPT, SkillOS, CalMem[object Object][object Object]md
20260528_muse_autoskill_self_evolving_skill_memorypaper_analysisagent_architecture, memory_mechanism, self_evolving_agents, skill_curation, continual_learningbytedance_seed, skillsbench, muse_autoskill100MUSE-Autoskill: Self-Evolving Agents via Skill Creation, Memory, Management, and Evaluationskillos_learning_skill_curation_self_evolving_agents, skillopt_executive_strategy_self_evolving_agent_skills, agent_memory_and_reasoning_frontier_survey_2026[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
20260529_stop_comparing_llm_agents_without_disclosing_harnesspaper_analysisagent_architecture, evaluation, llm, multi_agent_systems, reasoningtulane_university, rutgers_university, virginia_tech100Stop Comparing LLM Agents Without Disclosing the HarnessStop Comparing LLM Agents Without Disclosing the Harness[object Object][object Object]md
20260601_locally_coherent_globally_incoherent_multi_component_llm_agentspaper_analysismulti_agent_systems, reasoning, agent_architecture, evaluationprinceton_university, paleka100Locally Coherent, Globally Incoherent: Bounding Compositional Incoherence in Multi-Component LLM Agentsscaling_large_language_model_multi_agent_collaboration, gasim_graph_accelerated_hybrid_social_simulation, harnessing_agentic_evolution, scaling_harness_agentic_ai[object Object][object Object]md
20260602_lintree_explicitly_structured_search_historiespaper_analysis|paper_analysisreasoning, llm, agent_architecture, memory_mechanismnus, oatml_oxford100LinTree: Improving LLM Reasoning with Explicitly Structured Search Historieschain_of_thought_prompting_elicits_reasoning[object Object][object Object]md
20260603_agentcl_continual_learning_language_agentspaper_analysiscontinual_learning, memory_mechanism, agent_architecture, evaluation, self_evolving_agentsagentcl, ohio_state_university100AGENTCL: Toward Rigorous Evaluation of Continual Learning in Language Agentslearning_fast_slow_llms_adapt_continually, meme_multi_entity_evolving_memory_evaluation, muse_autoskill_self_evolving_skill_memory[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
20260605_aip_graph_representation_for_learning_and_governing_agent_skillspaper_analysisagent_architecture, skill_curation, self_evolving_agents, reasoning, workflow_optimizationskillsbench, agent_instruction_protocol95AIP: A Graph Representation for Learning and Governing Agent Skillsskillos_learning_skill_curation_self_evolving_agents, muse_autoskill_self_evolving_skill_memory, aflow_automating_agentic_workflow_generation, apwa_parallelizable_agentic_workflows[object Object][object Object]md
20260608_handoff_humanoid_agentic_whole_body_controlpaper_analysisembodied_ai, robotics, agent_architecture, multimodal, sim_to_realcaltech, ihmc, unitree, mixture_of_experts, kl_distillation100HANDOFF: Humanoid Agentic Task-Space Whole-Body Control via Distilled Complementary TeachersAgent Memory: Characterization and System Implications of Stateful Long-Horizon Workloads, Navigating to objects in the real world[object Object][object Object]md
20260610_searchswarm_delegation_intelligence_agentic_llm_long_horizon_researchpaper_analysisagent_architecture, multi_agent_systems, reasoning, workflow_optimization, reasoning_memorytsinghua_university, pku, ant_group, browsecomp, searchswarm100SearchSwarm: Towards Delegation Intelligence in Agentic LLMs for Long-Horizon Deep Researchlintree_explicitly_structured_search_histories, aip_graph_representation_for_learning_and_governing_agent_skills, aflow_automating_agentic_workflow_generation, apwa_parallelizable_agentic_workflows, scaling_large_language_model_multi_agent_collaboration[object Object][object Object]md
20260611_trace_unified_rollout_budget_allocation_agentic_rlpaper_analysisreinforce_learning, reasoning, agent_architecture, test_time_scaling, llmtsinghua_university, hotpotqa, bfcl_v3, monte_carlo_tree_search100TRACE: A Unified Rollout Budget Allocation Framework for Efficient Agentic Reinforcement Learningrl_long_horizon_reasoning_llm_expressiveness, agent_memory_and_reasoning_frontier_survey_2026[object Object][object Object]md
20260618_fixed_point_reasoners_stable_adaptive_deep_looped_transformerspaper_analysisreasoning, llm, recurrent_neural_networks, memory_mechanism, agent_architecturetuebingen_ai_center, eth_zurich, liquidai, max_planck_institute100Fixed-Point Reasoners: Stable and Adaptive Deep Looped Transformers[object Object][object Object]md
20260624_evoarena_tracking_memory_evolutionpaper_analysismemory_mechanism, agent_architecture, llm, evaluation, embodied_ainus, ntu, terminalbench_2100EvoArena: Tracking Memory Evolution for Robust LLM Agents in Dynamic EnvironmentsSelf-Harness: Harnesses That Improve Themselves[object Object][object Object]md
20260624_self_harnesspaper_analysisagent_architecture, self_evolving_agents, llm, reasoning, test_time_scalingshanghai_ai_lab, terminalbench_2100Self-Harness: Harnesses That Improve Themselves[object Object][object Object]md
20260624_world_models_in_pieces_structural_certificationpaper_analysisreinforce_learning, reasoning, agent_architecture, evaluation, foundation_agentscuhk_shenzhen100World Models in Pieces: Structural Certification for General Agentsrl_long_horizon_reasoning_llm_expressiveness, agent_memory_characterization_system_implications[object Object][object Object]md
20260626_progress_advantage_llm_agentspaper_analysisreinforce_learning, reward_modeling, test_time_scaling, agent_architecture, llm, reasoninguniversity_of_wisconsin_madison, argonne_national_laboratory100Neglected Free Lunch from Post-training: Progress Advantage for LLM Agentsrl_long_horizon_reasoning_llm_expressiveness, vector_policy_optimization_vpo, trace_unified_rollout_budget_allocation_agentic_rl[object Object][object Object]md
20260627_joint_learning_experiential_rules_policies_llm_agentspaper_analysismemory_mechanism, reinforce_learning, self_evolving_agents, reasoning, agent_architecturealfworld, grpo, sun_yat_sen_university100Joint Learning of Experiential Rules and Policies for Large Language Model Agentsunlocking_working_memory_latent_reasoning, memory_os_of_ai_agent, memskill_learning_evolving_memory_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
20260630_from_tokens_to_states_llms_world_modelspaper_analysisllm, reasoning, world_model, memory_mechanism, agent_architecturejepa, othello_gpt100From Tokens to States: LLMs as a Special Case of World Models and the Continuous Path Beyondmemory_os_of_ai_agent, rl_long_horizon_reasoning_llm_expressiveness[object Object][object Object]md
20260701_severa_verified_synthesis_self_evolving_agentspaper_analysisagent_architecture, self_evolving_agents, reinforce_learning, reasoning, agent_securityuniversity_of_illinois_urbana_champaign, grpo, tau_squared_bench100SEVerA: Verified Synthesis of Self-Evolving Agentsskillos_learning_skill_curation_self_evolving_agents, muse_autoskill_self_evolving_skill_memory, trace_unified_rollout_budget_agentic_rl, 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
20260705_llm_agents_social_structure_latent_objective_emergencepaper_analysismulti_agent_systems, social_simulation, agent_architecture, reasoning, llm, evaluationcmu, dual_channel_debate, llm_agora100What LLM Agents Say When No One Is Watching: Social Structure and Latent Objective Emergence in Multi-Agent Debatesself_harness, contagion_networks_evaluator_bias_multi_agent_llm[object Object][object Object]md
20260707_evopolicygym_evaluating_autonomous_policy_evolutionpaper_analysisembodied_ai, reinforce_learning, self_evolving_agents, evaluation, agent_architecturecuhk_shenzhen, sjtu, tsinghua_university, ustc100EvoPolicyGym: Evaluating Autonomous Policy Evolution in Interactive Environmentsdemopsd_disagreement_modulated_policy_self_distillation, llm_agents_social_structure_latent_objective_emergence, recontext_recursive_evidence_replay, evolvenav_proactive_preflection_self_evolving_memory[object Object][object Object]md
20260708_adacurl_adaptive_curriculum_rlpaper_analysisreinforce_learning, llm, reasoning, agent_architecture, evaluationamap100AdaCuRL: Adaptive Curriculum Reinforcement Learning with Invalid Sample Mitigation and Historical Revisiting[object Object][object Object]md
20260708_solving_million_step_llm_zero_errorspaper_analysismulti_agent_systems, reasoning, agent_architecture, llm, test_time_scalingcognizant_ai_lab, ut_austin100Solving a Million-Step LLM Task with Zero Errors[object Object][object Object]md
20260710_let_the_agent_search_tkgqapaper_analysisknowledge_graph, multi_hop_reasoning, llm, agent_architecture, reasoningat2qa, multi_tq, timeline_cronquestion, timeline_icews_actor100Let the Agent Search: Autonomous Exploration Beats Rigid Workflows in Temporal Question Answering[object Object][object Object]md
20260713_metacognition_in_llms_foundations_progress_opportunitiespaper_analysis, domain_surveyllm, reasoning, cognitive_science, memory_mechanism, agent_architectureyale_university, uc_irvine100Metacognition in LLMs: Foundations, Progress, and Opportunitieschain_of_thought_prompting_elicits_reasoning, ai_reasoning_deep_learning_symbolic_neural, memory_os_of_ai_agent[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
20260725_evolving_commitments_self_adaptive_stspaper_analysismulti_agent_systems, agent_architecture, software_engineering, self_evolving_agents, reasoningfudan_university, the_open_university, university_of_trento100Evolving Commitments for Self-Adaptive Socio-Technical Systems[object Object][object Object]md
20260725_monitoring_diagnosing_software_requirementspaper_analysissoftware_engineering, reasoning, symbolic_reasoning, knowledge_graph, agent_architectureuniversity_of_toronto, the_open_university100Monitoring and Diagnosing Software Requirements[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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