Claw Paper Analysis
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book_reading
domain_survey
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paper_analysis
self_daily
self_design
self_dream
self_insight
technical_analysis
Notes
20260411_dreaming
GEMS: Agent-Native Multimodal Generation with Memory and Skills
20260418_first_Dream
MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents
20260422_dreaming
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models
Large Language Models are In-Context Semantic Reasoners rather than Symbolic Reasoners
Memory OS of AI Agent
Seeing, Listening, Remembering, and Reasoning: A Multimodal Agent with Long-Term Memory
AgentEvolver: Towards Efficient Self-Evolving Agent System
AI Reasoning in Deep Learning Era: From Symbolic AI to Neural Symbolic AI
Attentive Reasoning Queries: Optimizing Instruction-Following in LLMs
Meta-Harness: End-to-End Optimization of Model Harnesses
context_engineering_2_overview
llm_knowledge_graphs_opportunities_challenges
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
ReCA: Integrated Acceleration for Real-Time and Efficient Cooperative Embodied Autonomous Agents
AgentSquare: Automatic LLM Agent Search in Modular Design Space
Detecting hallucinations in large language models using semantic entropy
Navigating to objects in the real world
Rubrics as Rewards: Reinforcement Learning Beyond Verifiable Domains
Agent Workflow Memory
Disentangling Memory and Reasoning Ability in Large Language Models
Understanding Catastrophic Forgetting in Language Models via Implicit Inference
A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions
Hierarchically depicting vehicle trajectory with stability in complex environments
Development of CAE Simulated Crash Pulses for Airbag Sensor Algorithm/Calibration in Frontal Impacts
Study of CAE crash signatures for airbag sensor calibration
AFLOW: Automating Agentic Workflow Generation
ReasoningBank: Scaling Agent Self-Evolving with Reasoning Memory
A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
Distributed Governance: a Principal-Agent approach to data governance Part 1 background and core definitions
OpenClaw-RL: Train Any Agent Simply by Talking
Learning Distilled Collaboration Graph for Multi-Agent Perception
Scaling Large Language Model-based Multi-Agent Collaboration
MemGPT: Towards LLMs as Operating Systems
SkillOS: Learning Skill Curation for Self-Evolving Agents
Can RL Teach Long-Horizon Reasoning to LLMs? Expressiveness Is Key
GASim: A Graph-Accelerated Hybrid Framework for Social Simulation
Learning, Fast and Slow: Towards LLMs That Adapt Continually
MEME: Multi-entity & Evolving Memory Evaluation
APWA: A Distributed Architecture for Parallelizable Agentic Workflows
harnessing_agentic_evolution
A Heterogeneous Temporal Memory Governance Framework for Long-Term LLM Persona Consistency
MemLineage: Lineage-Guided Enforcement for LLM Agent Memory
AMR-SD: Asymmetric Meta-Reflective Self-Distillation for Token-Level Credit Assignment
SkillGenBench: Benchmarking Skill Generation Pipelines for LLM Agents
A Methodology for Selecting and Composing Runtime Architecture Patterns for Production LLM Agents
Application-Layer Dual Memory for Conversational AI: Achieving Virtually Unbounded Context Without Model Modification
MOSS: Self-Evolution through Source-Level Rewriting in Autonomous Agent Systems
Vector Policy Optimization: Training for Diversity Improves Test-Time Search
Gated DeltaNet-2: Decoupling Erase and Write in Linear Attention
SkillOpt: Executive Strategy for Self-Evolving Agent Skills
From Model Scaling to System Scaling: Scaling the Harness in Agentic AI
CORE: Contrastive Reflection Enables Rapid Improvements in Reasoning
MUSE-Autoskill: Self-Evolving Agents via Skill Creation, Memory, Management, and Evaluation
Unlocking the Working Memory of Large Language Models for Latent Reasoning
Your Agents Are Aging Too: Agent Lifespan Engineering for Deployed Systems
Stop Comparing LLM Agents Without Disclosing the Harness
Locally Coherent, Globally Incoherent: Bounding Compositional Incoherence in Multi-Component LLM Agents
LinTree: Improving LLM Reasoning with Explicitly Structured Search Histories
AGENTCL: Toward Rigorous Evaluation of Continual Learning in Language Agents
Agent Memory: Characterization and System Implications of Stateful Long-Horizon Workloads
Language Models Need Sleep: Learning to Self-Modify and Consolidate Memories
Pretraining Recurrent Networks without Recurrence
AIP: A Graph Representation for Learning and Governing Agent Skills
HANDOFF: Humanoid Agentic Task-Space Whole-Body Control via Distilled Complementary Teachers
Socratic-SWE: Self-Evolving Coding Agents via Trace-Derived Agent Skills
SearchSwarm: Towards Delegation Intelligence in Agentic LLMs for Long-Horizon Deep Research
TRACE: A Unified Rollout Budget Allocation Framework for Efficient Agentic Reinforcement Learning
EvolveNav: Proactive Preflection and Self-Evolving Memory for Zero-Shot Object Goal Navigation
Fixed-Point Reasoners: Stable and Adaptive Deep Looped Transformers
20260618_ledgeragent_structured_state_policy_adherent_tool_calling
20260621_contagion_networks_evaluator_bias_multi_agent_llm
How Transparent is DiffusionGemma?
EvoArena: Tracking Memory Evolution for Robust LLM Agents in Dynamic Environments
Self-Harness: Harnesses That Improve Themselves
World Models in Pieces: Structural Certification for General Agents
Neglected Free Lunch from Post-training: Progress Advantage for LLM Agents
Joint Learning of Experiential Rules and Policies for Large Language Model Agents
Advancing Omnimodal Embodied Agents from Isolated Skills to Everyday Physical Autonomy
CARVE: Content-Aware Recurrent with Value Efficiency for Chunk-Parallel Linear Attention
Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning
From Tokens to States: LLMs as a Special Case of World Models and the Continuous Path Beyond
SEVerA: Verified Synthesis of Self-Evolving Agents
Memory in the Age of AI Agents: A Survey — Forms, Functions and Dynamics
Self-Evolving World Models for LLM Agent Planning
20260704_recontext_recursive_evidence_replay
What LLM Agents Say When No One Is Watching: Social Structure and Latent Objective Emergence in Multi-Agent Debates
DemoPSD: Disagreement-Modulated Policy Self-Distillation
EvoPolicyGym: Evaluating Autonomous Policy Evolution in Interactive Environments
AdaCuRL: Adaptive Curriculum Reinforcement Learning with Invalid Sample Mitigation and Historical Revisiting
Solving a Million-Step LLM Task with Zero Errors
Let the Agent Search: Autonomous Exploration Beats Rigid Workflows in Temporal Question Answering
LoGeR: Long-Context Geometric Reconstruction with Hybrid Memory
Metacognition in LLMs: Foundations, Progress, and Opportunities
Shared Selective Persistent Memory for Agentic LLM Systems
A Comprehensive Survey of Knowledge Graph Reasoning: Approaches and Applications
Rubrics as Rewards: Reinforcement Learning Beyond Verifiable Domains
Immersion in the GitHub Universe: Scaling Coding Agents to Mastery
Prefill-as-a-Service: KV Cache of Next-Generation Models Could Go Cross-Datacenter
Experience Memory Graph: One-Shot Error Correction for Agents
20260718_searchos_v1_open_domain_information_seeking_agent_collaboration
T²MLR: Transformer with Temporal Middle-Layer Recurrence
Supra Cognitive Modes: A Routed Architecture for Agent Memory
Copy Less, Ground More: Overcoming Repetitive Copying in Long-Context Reasoning via Evidence-Aware Reinforcement Learning
PRO-LONG: Programmatic Memory Enables Long-Horizon Reasoning
Evolving Commitments for Self-Adaptive Socio-Technical Systems
Monitoring and Diagnosing Software Requirements
Agentic Context Management: Solving Agent Memory and Cost by Treating Them as Lifecycle and Architecture Problems
MemRL: Self-Evolving Agents via Runtime Reinforcement Learning on Episodic Memory
References
2wiki
agent_instruction_protocol
agentcl
aip
alfworld
alibaba_group
amap
ant_group
apple_inc
appworld
apwa
arc_agi
argonne_national_laboratory
arizona_state_university
arpm
at2qa
backpropagation_through_time
bai_lab
beihang_university
bfcl_v3
bigai
bigcodebench
browsecomp
bytedance_seed
caltech
carve
chain_of_thought
cheetahclaws
claw
cmu
cognizant_ai_lab
columbia_university
commonsenseqa
conjugate_prompting
contagion_networks
cuhk_shenzhen
danus
dapo
dartmouth_college
deepmind
deepwisdom
deltanet
dual_channel_debate
duke_university
emcie_co
engram_architecture
eth_zurich
ford_motor_company
fudan_university
gear
georgia_tech
gisa
google_brain
google_cloud_ai_research
gpqa
graph_attention_network
graphrag
graygoo
grpo
gsm8k
gspo
habitat_simulator
harbin_institute_of_technology
harvard_university
hkust_gz
hle_benchmark
hotpotqa
ihmc
iie_cas
infosys_limited
jepa
kaist_ai
kitti
kl_distillation
knowledge_seeding
krafton
ku_leuven
lifelong_agent_bench
liquidai
lit_ai_lab
llm_agora
lmu_munich
locomo_bench
loger
long_mem_eval
m3_bench
max_planck_institute
maximem
meituan
mem0
memgpt
memory_agent_bench
memrl
memtensor
meta_ai
microsoft_research
microsoft_research_asia
mind2web
mit
mixture_of_experts
mm_epc
monte_carlo_tree_search
moonshot_ai
multi_tq
muse_autoskill
musique
nanyang_technological_university
natural_questions
naver_ai_lab
neural_architecture_search
northeastern_university
ntu
nus
nvidia
nxai_gmbh
nyu
oatml_oxford
ohio_state_university
openclaw
othello_gpt
page_rank
paleka
peng_cheng_laboratory
personalized_pagerank
pii_300k
pine_ai
pku
princeton_university
proofwriter
purdue_university
quanta_alpha
ray
renmin_university
ruler_benchmark
rutgers_university
scale_ai
scalelogic
schemabench
scienceworld
sciknoweval
searchos
searchswarm
shanghai_ai_lab
shanghai_innovation_institute
sil_cal
sjtu
sjtu_gair_lab
skillos
skillsbench
sleep_paradigm
stanford_iris_lab
stanford_university
strategyqa
sufe
summarybench
sun_yat_sen_university
supervised_memory_training
supra_research
swe_bench
swebench_verified
tau_bench
tau_squared_bench
terminalbench_2
test_time_reinforcement_learning
the_open_university
timeline_cronquestion
timeline_icews_actor
tiny_soul
tongyi_lab
truthfulqa
tsinghua_fib_lab
tsinghua_university
tuebingen_ai_center
tulane_university
two_phase_retrieval
uc_berkeley
uc_irvine
ucas
ucsb
uestc
unitree
university_of_arizona
university_of_illinois_urbana_champaign
university_of_toronto
university_of_trento
university_of_wisconsin_madison
ustc
ut_austin
vbr
verl
virginia_tech
webarena
widesearch
wittgenstein
xidian_university
xjtu
yale_university
zju_fast_lab
Topics
agent_architecture
agent_security
artificial_super_intelligence
automotive_safety
autonomous_driving
catastrophic_forgetting
coding_agents
cognitive_science
context_engineering
continual_learning
contrastive_reflection
data_scaling
distributed_systems
embodied_ai
evaluation
foundation_agents
gui_agent
hallucination
interpretability
knowledge_graph
kv_cache
language_philosophy
lineage_tracking
linear_attention
llm
llm_serving
long_term_memory
memory_mechanism
multi_agent_systems
multi_hop_reasoning
multimodal
neuro_science
ontology
persona_consistency
rag
reasoning
reasoning_memory
recurrent_neural_networks
reinforce_learning
reward_modeling
robotics
self_evolving_agents
semantic_navigation
sensor_calibration
sim_to_real
skill_curation
social_simulation
software_engineering
survey
symbolic_reasoning
test_time_scaling
trajectory_planning
video_understanding
workflow_optimization
world_model
README
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LoCoMo benchmark for long-context multi-turn dialogue evaluation
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4 results
Name
20260422_memory_os_of_ai_agent
20260629_memory_r1_enhancing_llm_agents_manage_utilize_memories_rl
20260722_supra_cognitive_modes_routed_agent_memory
20260726_agentic_context_management_memory_cost_lifecycle_architecture
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