Pith Number

pith:TAIJAPL7

pith:2026:TAIJAPL7UY4XWHQQ23WFKGJH4Q

not attested not anchored not stored refs pending

Compositional Behavioral Semantics for State Abstraction in Reinforcement Learning

Manuel Baltieri, Yivan Zhang, Ziyan Luo

arxiv:2606.25357 v1 · 2026-06-24 · cs.LG · cs.AI · math.CT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TAIJAPL7UY4XWHQQ23WFKGJH4Q}

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	2026-06-25T01:18:03.025247Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9810903d7fa6397b1e10d6ec551927e43f954ed0cb399cc347d08c520fb87731

Aliases

arxiv: 2606.25357 · arxiv_version: 2606.25357v1 · doi: 10.48550/arxiv.2606.25357 · pith_short_12: TAIJAPL7UY4X · pith_short_16: TAIJAPL7UY4XWHQQ · pith_short_8: TAIJAPL7

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/TAIJAPL7UY4XWHQQ23WFKGJH4Q \
  | 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: 9810903d7fa6397b1e10d6ec551927e43f954ed0cb399cc347d08c520fb87731

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0b7ab97b45399f32305bd28f44efa29eb9f54e531dc0e812eafa534be77d4147",
    "cross_cats_sorted": [
      "cs.AI",
      "math.CT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-24T03:43:47Z",
    "title_canon_sha256": "96f26a0359f72fd3412278b7bdb13fcb8a9d6428f7d8caaa3ff085ae72d363b1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.25357",
    "kind": "arxiv",
    "version": 1
  }
}