Pith Number

pith:GXIRMJ6U

pith:2019:GXIRMJ6UERXKJTI42UPLHRGKNF

not attested not anchored not stored refs pending

Never Forget: Balancing Exploration and Exploitation via Learning Optical Flow

Chun-Yi Lee, Hsuan-Kung Yang, Kuan-Wei Ho, Min-Fong Hong, Po-Han Chiang

arxiv:1901.08486 v1 · 2019-01-24 · cs.LG · cs.AI · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GXIRMJ6UERXKJTI42UPLHRGKNF}

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.

Receipt and verification

First computed	2026-05-17T23:55:35.344411Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

35d11627d4246ea4cd1cd51eb3c4ca69543ae6842859a9fe3d3a9b258d247b13

Aliases

arxiv: 1901.08486 · arxiv_version: 1901.08486v1 · doi: 10.48550/arxiv.1901.08486 · pith_short_12: GXIRMJ6UERXK · pith_short_16: GXIRMJ6UERXKJTI4 · pith_short_8: GXIRMJ6U

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/GXIRMJ6UERXKJTI42UPLHRGKNF \
  | 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: 35d11627d4246ea4cd1cd51eb3c4ca69543ae6842859a9fe3d3a9b258d247b13

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a9234216d8fadf71c219a85b8c7b3099db26681c8339c299292d7c1316cf8182",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-01-24T16:26:16Z",
    "title_canon_sha256": "33a3198c5aaef2aa796590631e33cf4b33b9ab2be141d813ef8f0298923f3f44"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1901.08486",
    "kind": "arxiv",
    "version": 1
  }
}