Pith Number

pith:F2WRGIUL

pith:2019:F2WRGIULRQBYJWI7IFQ355MYM6

not attested not anchored not stored refs pending

Real-time Policy Distillation in Deep Reinforcement Learning

Pooyan Fazli, Yuxiang Sun

arxiv:1912.12630 v1 · 2019-12-29 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{F2WRGIULRQBYJWI7IFQ355MYM6}

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

1 paper in Pith

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

Receipt and verification

First computed	2026-07-05T00:29:02.023854Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2ead13228b8c0384d91f4161bef59867865209bcdbd0b8723881614bca5ec5ba

Aliases

arxiv: 1912.12630 · arxiv_version: 1912.12630v1 · doi: 10.48550/arxiv.1912.12630 · pith_short_12: F2WRGIULRQBY · pith_short_16: F2WRGIULRQBYJWI7 · pith_short_8: F2WRGIUL

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/F2WRGIULRQBYJWI7IFQ355MYM6 \
  | 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: 2ead13228b8c0384d91f4161bef59867865209bcdbd0b8723881614bca5ec5ba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "928e9db8dc0987c9adebcea0ef202d9414a3e37a3e28098e3855bfd2277e2bcc",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-12-29T11:10:37Z",
    "title_canon_sha256": "06dced55974968644d1137d9e993e6c159d82b7be20a3953b94cae3a65170ac4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1912.12630",
    "kind": "arxiv",
    "version": 1
  }
}