Pith Number

pith:4JFHGVD3

pith:2026:4JFHGVD3YAIIW5NVXNNWE5ZZ3Q

not attested not anchored not stored refs pending

Solving Markov Decision Processes with Future Information via MPC

Akhil S Anand, Dirk Reinhardt, Sebastien Gros, Shambhuraj Sawant

arxiv:2606.24991 v1 · 2026-06-23 · eess.SY · cs.LG · cs.SY · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4JFHGVD3YAIIW5NVXNNWE5ZZ3Q}

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	2026-06-25T00:17:47.707155Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e24a73547bc0108b75b5bb5b627739dc2e84977ea548118b597b52f5284327d6

Aliases

arxiv: 2606.24991 · arxiv_version: 2606.24991v1 · doi: 10.48550/arxiv.2606.24991 · pith_short_12: 4JFHGVD3YAII · pith_short_16: 4JFHGVD3YAIIW5NV · pith_short_8: 4JFHGVD3

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/4JFHGVD3YAIIW5NVXNNWE5ZZ3Q \
  | 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: e24a73547bc0108b75b5bb5b627739dc2e84977ea548118b597b52f5284327d6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "63a4158c42ff766787a8a6a2b5d2ed5cadfab04c17aac406628b17d1529fe184",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY",
      "math.OC"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2026-06-23T14:51:59Z",
    "title_canon_sha256": "616b9fb4167a458b7e10e361e202bd10b2e310ca448f2258ca34696bea897e34"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.24991",
    "kind": "arxiv",
    "version": 1
  }
}