Pith Number

pith:33N6USFM

pith:2026:33N6USFMRMMWSSOIPGBNJFMFCL

not attested not anchored not stored refs pending

Deterministic Policy Gradient for Learning Equilibrium in Time-Inconsistent Control Problems

Xiang Yu, Xin Guo, Yijie Huang

arxiv:2606.11798 v1 · 2026-06-10 · q-fin.CP · cs.LG · 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{33N6USFMRMMWSSOIPGBNJFMFCL}

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	2026-06-11T01:10:08.555303Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dedbea48ac8b196949c87982d4958512fedd783bd6dd1c3a26610eee9fbb2845

Aliases

arxiv: 2606.11798 · arxiv_version: 2606.11798v1 · doi: 10.48550/arxiv.2606.11798 · pith_short_12: 33N6USFMRMMW · pith_short_16: 33N6USFMRMMWSSOI · pith_short_8: 33N6USFM

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/33N6USFMRMMWSSOIPGBNJFMFCL \
  | 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: dedbea48ac8b196949c87982d4958512fedd783bd6dd1c3a26610eee9fbb2845

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9ae81bdab43c5d976e9360e9cbc303ac431b3245d89a7c6fa132294e65fdf7ec",
    "cross_cats_sorted": [
      "cs.LG",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "q-fin.CP",
    "submitted_at": "2026-06-10T08:31:54Z",
    "title_canon_sha256": "7ff7a7f9df33de0c6bdc3e84485e9a7636676888a966dc29ea39b615b867444e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.11798",
    "kind": "arxiv",
    "version": 1
  }
}