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Add Agent Memory learning pilot

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wuyang
2026-07-10 18:01:44 +08:00
parent 15b5cec933
commit 36c631e026
22 changed files with 1195 additions and 224 deletions
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data/index.json
+206 -60
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@@ -3517,22 +3517,36 @@
"collected_at": "2026-07-08",
"published_at": "2026-03-12",
"updated_at": "2026-03-12",
"status": "queued",
"status": "skimmed",
"relevance": "high",
"topics": [
"memory",
"rag"
],
"methods": [],
"benchmarks": [],
"methods": [
"verified-experience-distillation",
"instruction-rewriting",
"promotion-gate"
],
"benchmarks": [
"CUAD",
"HotpotQA"
],
"models": [],
"datasets": [
"cs.AI"
],
"related_concepts": [],
"related_concepts": [
"procedural-memory",
"prompt-compilation"
],
"related_jobs": [],
"related_experiments": [],
"related_projects": [],
"related_experiments": [
"KC-001-agent-memory-pilot"
],
"related_projects": [
"learning/agent-memory"
],
"collection_score": "13",
"collection_queries": "language-agent"
}
@@ -6913,7 +6927,7 @@
"collected_at": "2026-07-08",
"published_at": "2026-05-08",
"updated_at": "2026-05-14",
"status": "queued",
"status": "skimmed",
"relevance": "high",
"topics": [
"agent-evaluation",
@@ -6924,16 +6938,34 @@
"reasoning",
"tool-use"
],
"methods": [],
"benchmarks": [],
"methods": [
"provenance-dag",
"td-lambda",
"q-guided-retrieval"
],
"benchmarks": [
"LLAB",
"LiveCodeBench",
"MMMU-Pro",
"ERQA",
"GPQA-Diamond",
"BFCL"
],
"models": [],
"datasets": [
"cs.AI"
],
"related_concepts": [],
"related_concepts": [
"memory-credit-assignment",
"procedural-memory"
],
"related_jobs": [],
"related_experiments": [],
"related_projects": [],
"related_experiments": [
"KC-001-agent-memory-pilot"
],
"related_projects": [
"learning/agent-memory"
],
"collection_score": "20",
"collection_queries": "function-calling"
}
@@ -7318,23 +7350,37 @@
"collected_at": "2026-07-08",
"published_at": "2026-05-11",
"updated_at": "2026-05-11",
"status": "queued",
"status": "skimmed",
"relevance": "high",
"topics": [
"agent-evaluation",
"memory",
"planning"
],
"methods": [],
"benchmarks": [],
"methods": [
"decision-rate-distortion",
"k-slot-memory",
"certified-memory-split"
],
"benchmarks": [
"LoCoMo",
"synthetic-decision-diagnostics"
],
"models": [],
"datasets": [
"cs.AI"
],
"related_concepts": [],
"related_concepts": [
"decision-sufficient-state",
"selective-forgetting"
],
"related_jobs": [],
"related_experiments": [],
"related_projects": [],
"related_experiments": [
"KC-001-agent-memory-pilot"
],
"related_projects": [
"learning/agent-memory"
],
"collection_score": "13",
"collection_queries": "language-agent"
}
@@ -8094,7 +8140,7 @@
"collected_at": "2026-07-08",
"published_at": "2026-05-14",
"updated_at": "2026-05-14",
"status": "queued",
"status": "skimmed",
"relevance": "high",
"topics": [
"agent-evaluation",
@@ -8102,17 +8148,31 @@
"memory",
"tool-use"
],
"methods": [],
"benchmarks": [],
"methods": [
"cryptographic-provenance",
"derivation-lineage",
"sensitive-action-gate"
],
"benchmarks": [
"custom-cross-session-memory-harness",
"AgentDojo-bridge"
],
"models": [],
"datasets": [
"cs.CR",
"cs.AI"
],
"related_concepts": [],
"related_concepts": [
"memory-provenance",
"memory-poisoning"
],
"related_jobs": [],
"related_experiments": [],
"related_projects": [],
"related_experiments": [
"KC-001-agent-memory-pilot"
],
"related_projects": [
"learning/agent-memory"
],
"collection_score": "17",
"collection_queries": "agent-memory"
}
@@ -14177,7 +14237,7 @@
"collected_at": "2026-07-08",
"published_at": "2026-06-03",
"updated_at": "2026-06-03",
"status": "queued",
"status": "skimmed",
"relevance": "high",
"topics": [
"agent-evaluation",
@@ -14186,16 +14246,32 @@
"rag",
"tool-use"
],
"methods": [],
"benchmarks": [],
"methods": [
"agentic-memory-harness",
"schema-diagnostics",
"active-retrieval"
],
"benchmarks": [
"LoCoMo",
"HotpotQA",
"AMABench",
"ALFWorld"
],
"models": [],
"datasets": [
"cs.AI"
],
"related_concepts": [],
"related_concepts": [
"schema-commitment",
"agentic-retrieval"
],
"related_jobs": [],
"related_experiments": [],
"related_projects": [],
"related_experiments": [
"KC-001-agent-memory-pilot"
],
"related_projects": [
"learning/agent-memory"
],
"collection_score": "19",
"collection_queries": "agent-memory"
}
@@ -14980,7 +15056,7 @@
"collected_at": "2026-07-08",
"published_at": "2026-06-04",
"updated_at": "2026-06-04",
"status": "queued",
"status": "skimmed",
"relevance": "high",
"topics": [
"computer-use",
@@ -14989,16 +15065,29 @@
"rag",
"tool-use"
],
"methods": [],
"benchmarks": [],
"methods": [
"hierarchical-execution-state-tree",
"grow-compress-maintain-revise",
"error-branch-isolation"
],
"benchmarks": [
"MemoryArena"
],
"models": [],
"datasets": [
"cs.AI"
],
"related_concepts": [],
"related_concepts": [
"execution-state",
"long-horizon-agent"
],
"related_jobs": [],
"related_experiments": [],
"related_projects": [],
"related_experiments": [
"KC-001-agent-memory-pilot"
],
"related_projects": [
"learning/agent-memory"
],
"collection_score": "16",
"collection_queries": "agent-memory, rag-agent"
}
@@ -16894,7 +16983,7 @@
"collected_at": "2026-07-08",
"published_at": "2026-06-09",
"updated_at": "2026-06-09",
"status": "queued",
"status": "skimmed",
"relevance": "high",
"topics": [
"agent-evaluation",
@@ -16902,17 +16991,31 @@
"rag",
"tool-use"
],
"methods": [],
"benchmarks": [],
"methods": [
"topic-documents",
"buffered-consolidation",
"agentic-retrieval"
],
"benchmarks": [
"MemoryAgentBench",
"LongMemEval"
],
"models": [],
"datasets": [
"cs.AI",
"cs.CL"
],
"related_concepts": [],
"related_concepts": [
"semantic-memory",
"selective-forgetting"
],
"related_jobs": [],
"related_experiments": [],
"related_projects": [],
"related_experiments": [
"KC-001-agent-memory-pilot"
],
"related_projects": [
"learning/agent-memory"
],
"collection_score": "18",
"collection_queries": "agent-memory"
}
@@ -17429,7 +17532,7 @@
"collected_at": "2026-07-08",
"published_at": "2026-06-10",
"updated_at": "2026-06-10",
"status": "queued",
"status": "skimmed",
"relevance": "high",
"topics": [
"agent-evaluation",
@@ -17440,18 +17543,33 @@
"rag",
"reasoning"
],
"methods": [],
"benchmarks": [],
"methods": [
"hierarchical-memory-workspace",
"memory-skill-evolution",
"rl-retrieval-agent"
],
"benchmarks": [
"ALFWorld",
"LoCoMo",
"LongMemEval"
],
"models": [],
"datasets": [
"cs.AI",
"cs.CL",
"cs.LG"
],
"related_concepts": [],
"related_concepts": [
"memory-organization",
"agentic-retrieval"
],
"related_jobs": [],
"related_experiments": [],
"related_projects": [],
"related_experiments": [
"KC-001-agent-memory-pilot"
],
"related_projects": [
"learning/agent-memory"
],
"collection_score": "18",
"collection_queries": "agent-memory"
}
@@ -18977,7 +19095,7 @@
"collected_at": "2026-07-08",
"published_at": "2026-06-12",
"updated_at": "2026-06-12",
"status": "queued",
"status": "skimmed",
"relevance": "high",
"topics": [
"agent-evaluation",
@@ -18986,16 +19104,29 @@
"reasoning",
"workflow-agent"
],
"methods": [],
"benchmarks": [],
"methods": [
"budget-matched-baseline",
"online-augmentation-audit"
],
"benchmarks": [
"WebArena",
"WorkArena-L1"
],
"models": [],
"datasets": [
"cs.CL"
],
"related_concepts": [],
"related_concepts": [
"memory-cost-accounting",
"evaluation-hygiene"
],
"related_jobs": [],
"related_experiments": [],
"related_projects": [],
"related_experiments": [
"KC-001-agent-memory-pilot"
],
"related_projects": [
"learning/agent-memory"
],
"collection_score": "14",
"collection_queries": "web-gui-agent"
}
@@ -25757,7 +25888,7 @@
"collected_at": "2026-07-08",
"published_at": "2026-06-23",
"updated_at": "2026-06-23",
"status": "queued",
"status": "skimmed",
"relevance": "high",
"topics": [
"agent-evaluation",
@@ -25767,16 +25898,31 @@
"reasoning",
"tool-use"
],
"methods": [],
"benchmarks": [],
"methods": [
"memory-transition-verification",
"transition-ranked-grpo",
"write-revise-prune"
],
"benchmarks": [
"MemoryAgentBench",
"HaluMem",
"Mem-alpha"
],
"models": [],
"datasets": [
"cs.AI"
],
"related_concepts": [],
"related_concepts": [
"memory-consolidation",
"transition-verification"
],
"related_jobs": [],
"related_experiments": [],
"related_projects": [],
"related_experiments": [
"KC-001-agent-memory-pilot"
],
"related_projects": [
"learning/agent-memory"
],
"collection_score": "19",
"collection_queries": "agent-memory"
}