Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-12T03:38:41.904799Z
Paper Citation Record · LEDGER
As of 6 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 2 inbound Pith citation observations for arXiv:2605.10870.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-12T03:38:41.904799Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-04T00:51:18.064134Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-02T16:07:08.821835Z
58 of 58 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 0accb5d0-fa0d-4a83-8159-300425632ffd · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Near Optimal Behavior via Approximate State Abstraction
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 06b7ecf1-146e-45e3-9512-f30f01563e08 · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory State abstractions for lifelong reinforcement learning
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6c3aa3de-0b33-4c6d-b04c-3add99925470 · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 849dbc1b-abe1-4d18-8120-78aa672f7fea · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Memory for autonomous llm agents: Mechanisms, evaluation, and emerging frontiers
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 69aeed46-f95a-43d8-9762-f61c6365e8d3 · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Pan, Yuxin Jiang, and Kam-Fai Wong
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation de539d70-447f-4415-8956-4b5808bbab5e · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Bisimulation metrics for continuous markov decision processes.SIAM Journal on Computing, 40(6):1662–1714
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2b9467b1-db4d-4c12-bd26-8d1ad06f728e · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Online Clustering of Bandits
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 31abc788-fa24-47f7-9fa8-acf273a87212 · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory doi: 10.1016/S0004-3702(02)00376-4
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5f26587f-6537-406d-88ed-710718214c6e · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 79b903ab-4615-49cb-9c5f-d38db3f7ee22 · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Memoryarena: Benchmarking agent memory in interdependent multi-session agentic tasks
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 47d6d440-e264-4db2-a791-0173267aefb5 · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Memoryarena: Benchmarking agent memory in interdependent multi-session agentic tasks
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5f2cdeb9-d971-452b-b0ea-789630cd2391 · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Evaluating memory in LLM agents via in- cremental multi-turn interactions
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 010a360a-41c8-4df7-9356-14bae618a619 · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Memory in the age of ai agents
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 080b72be-f04c-4715-9e43-afcf70fafcb4 · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Memory in the Age of AI Agents
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e0d048dc-5699-4e27-a7a9-cb7da3da974e · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory AtomMem: Learnable dynamic agentic memory with atomic memory operation.CoRR, abs/2601.08323
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2a5b0edf-5598-4cef-8897-6665f6af8e3b · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Memory OS of AI agent
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f3ccd13b-feab-4229-aae9-78aa08258398 · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Langmem: Long-term memory sdk for LLM agents
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3ab7fb80-8baa-485f-8ec7-6cb61203e435 · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Latimer, N
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0fa5ca1e-5cb2-4c38-95c5-29a7bfa2d5b8 · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Meta-Harness: End-to-End Optimization of Model Harnesses
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8d329ef8-9a65-4f9e-baec-1a4f64b0cb7a · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation fea93a4c-9364-4e79-b1fd-b405e3303bcd · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Walsh, and Michael L
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a5724b1d-769b-4189-a85a-e16b21d1c929 · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Locomo-Plus: Beyond-Factual Cognitive Memory Evaluation Framework for LLM Agents
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5125886b-8dfd-45d9-8bac-86668ca3059e · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Lost in the Middle: How Language Models Use Long Contexts
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation dfba94a2-aca8-4851-ba65-052829810579 · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Evaluating Very Long-Term Conversational Memory of
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e8dece1a-7d84-4412-83ec-cc423636afc3 · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Matula and Leland L
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a41d0b6b-d589-4a97-b994-cc28c997b50f · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory What Deserves Memory: Adaptive Memory Distillation for LLM Agents
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 79739332-c5ca-441b-aba5-02bb270394e5 · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Unresolved cited work
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5a15dad4-bfe0-4e83-9a8c-e251f7da8131 · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Task-driven estimation and control via information bottlenecks
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation bfc38cde-dd36-44c1-acda-0e091af1dbca · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory MemGPT: Towards LLMs as Operating Systems
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e2b4458a-e4c2-4520-918e-2ad020947a7f · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Natural-Language Agent Harnesses
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e7108617-ae1d-494e-91cc-edc4e122e766 · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Clawvm: Harness-managed virtual memory for stateful tool-using LLM agents
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6cd4337c-ec60-4b97-84d8-bbf0631834c8 · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Zep: A Temporal Knowledge Graph Architecture for Agent Memory
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 99c45b5c-fd41-48f8-a9b6-64fbf8e3939d · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Approximate homomorphisms: A framework for non-exact minimization in markov decision processes
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e9256bb6-59dd-404a-9475-5ee11f7d1bac · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Continuous MDP Homomorphisms and Homomorphic Policy Gradient
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9796f2fa-3d61-49f5-9d0d-a3d4829f3459 · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Mem2actbench: A benchmark for evaluating long-term memory utilization in task-oriented autonomous agents
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 4157a4fc-65bc-40ff-8b49-791db8d4935f · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Reflexion: Language Agents with Verbal Reinforcement Learning
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b1e4f530-7b5e-4609-8dfd-a18ee4f753ff · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory REMem: Reasoning with episodic memory in language agent
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9355a148-0443-413b-9412-5cb71a5c7aa8 · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Safe Policy Improvement for POMDPs via Finite-State Controllers
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 82d318f2-7820-4849-9f44-c513bc1a3c85 · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Decision-centric design for LLM systems
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 43e25ad2-ae9c-42fa-ba7e-f142b96f1e56 · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory MemBench: Towards More Comprehensive Evaluation on the Memory of LLM-based Agents
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d885a6a4-698a-402d-8064-ae23aa98967b · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Mnemis: Dual-Route Retrieval on Hierarchical Graphs for Long-Term LLM Memory
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 44c20ed8-5732-44cc-928e-fea15823c48d · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Augmenting language models with long-term memory
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d57203e9-4766-4052-9084-105edde36612 · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation bb3d16e7-691b-4d09-be10-89ebe7d0610f · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory A-MEM: Agentic Memory for LLM Agents
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7540fc9e-8e5b-46f2-91d7-1554ae009e5c · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory ReAct: Synergizing Reasoning and Acting in Language Models
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9c10624b-f819-4e6a-b7d4-87ce97ea7719 · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Agentic Memory: Learning Unified Long-Term and Short-Term Memory Management for Large Language Model Agents
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2490a99e-97ff-4fe0-8832-ee6f0c825b89 · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory MemEvolve: Meta-Evolution of Agent Memory Systems
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c47bd5d7-8051-48fd-a669-e5a5efcdb38f · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Memgen: Weaving generative latent memory for self-evolving agents
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1edc707d-c91d-4be3-b11f-acf2b6cc10dd · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Unresolved cited work
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f0c90924-7d98-4410-a99a-e25f2d246e08 · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 58ba63f6-2485-4a8e-946e-f4b2e1cfdc34 · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Towards A Unified Policy Abstraction Theory and Representation Learning Approach in Markov Decision Processes
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation bf7281ef-8155-4e07-9c37-4ed6856b2448 · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Memory as Action: Autonomous Context Curation for Long-Horizon Agentic Tasks
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0d5b26e5-9000-4901-b10b-3ec8ef6d772e · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory A survey on the memory mechanism of large language model based agents
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d19d7a6b-b698-4da7-8d10-b541cbb64aa2 · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory A Survey on the Memory Mechanism of Large Language Model based Agents
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0c30a999-4497-4128-956c-26dd6b970ad0 · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 243a4203-fc15-4d7b-94cc-74855ac85f04 · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory "" {query_information} {known_information} RAG␣retrieval␣results: {rag_results_text} Task:␣Identify␣useful␣retrieval␣chunks␣based␣on␣
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a1f8c4d9-49dc-4b85-9fad-666deb3e43d8 · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory MEM1: Learning to synergize memory and reasoning for efficient long-horizon agents
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e902e199-c642-4586-a0b9-c75b2b38709c · outbound
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Memory control versus downstream decision.It is important to separate memory control from task decision
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3e80bb2e-5296-448c-b5fd-de5be13037b9 · inbound
TOKI: A Bitemporal Operator Algebra for Contradiction Resolution in LLM-Agent Persistent Memory Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory
Reference 87
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5b186517-63ce-4b44-9c25-0fff1ff64d36 · inbound
CrystalMem: Elastic Memory for Self-Evolving LLM Agents via Knowledge Crystallization Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.