Pith Number

pith:2HYZSJXO

pith:2025:2HYZSJXOGOILW4AGH32EUIOZ7E

not attested not anchored not stored refs pending

Low-Rank Agent-Specific Adaptation (LoRASA) for Multi-Agent Policy Learning

Aditya Kapoor, Beining Zhang, Mingfei Sun

arxiv:2502.05573 v1 · 2025-02-08 · cs.MA · cs.AI · cs.LG · cs.RO

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2HYZSJXOGOILW4AGH32EUIOZ7E}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

2 papers in Pith

Events as Triggers for Behavioral Diversity in Multi-Agent Reinforcement Learning

Receipt and verification

First computed	2026-07-05T10:11:40.126175Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d1f19926ee3390bb70063ef44a21d9f90c3a207e9c83e81e1166681e6a9fffa4

Aliases

arxiv: 2502.05573 · arxiv_version: 2502.05573v1 · doi: 10.48550/arxiv.2502.05573 · pith_short_12: 2HYZSJXOGOIL · pith_short_16: 2HYZSJXOGOILW4AG · pith_short_8: 2HYZSJXO

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/2HYZSJXOGOILW4AGH32EUIOZ7E \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: d1f19926ee3390bb70063ef44a21d9f90c3a207e9c83e81e1166681e6a9fffa4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2b649bb722beaafe6b32b0870322e7dd6293586e08da317bc320659e059a9c3f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.RO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2025-02-08T13:57:53Z",
    "title_canon_sha256": "124f35448f2b18270b5adfec8e5c635122c3e25c5f3ee23880a05a60a7b68062"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.05573",
    "kind": "arxiv",
    "version": 1
  }
}