Pith Number

pith:T6F5R3AO

pith:2022:T6F5R3AOGKORWGMGG3LWNXS7DJ

not attested not anchored not stored refs pending

Optimistic Curiosity Exploration and Conservative Exploitation with Linear Reward Shaping

Bolei Zhou, Hao Sun, Jian Guo, Lei Han, Rui Yang, Xiaoteng Ma

arxiv:2209.07288 v2 · 2022-09-15 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{T6F5R3AOGKORWGMGG3LWNXS7DJ}

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	2026-07-05T05:07:02.894199Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9f8bd8ec0e329d1b198636d766de5f1a600cd36f2fa90d274780a09fcc50b033

Aliases

arxiv: 2209.07288 · arxiv_version: 2209.07288v2 · doi: 10.48550/arxiv.2209.07288 · pith_short_12: T6F5R3AOGKOR · pith_short_16: T6F5R3AOGKORWGMG · pith_short_8: T6F5R3AO

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/T6F5R3AOGKORWGMGG3LWNXS7DJ \
  | 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: 9f8bd8ec0e329d1b198636d766de5f1a600cd36f2fa90d274780a09fcc50b033

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "63591aff490f54991e476d6e380c1b3e009357c28cfc11a55c31397e7fe71a9c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-09-15T13:28:30Z",
    "title_canon_sha256": "17960dc5c58d17c8ca78844bcb342c1804f7c2d634c35810e70cff5df1381821"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.07288",
    "kind": "arxiv",
    "version": 2
  }
}