Pith Number

pith:ZH3LN6FT

pith:2023:ZH3LN6FTQK62EQJTOW6YJNBNGK

not attested not anchored not stored refs pending

Think Before You Act: Decision Transformers with Working Memory

Adam Trischler, Jie Fu, Jikun Kang, Romain Laroche, Xingdi Yuan, Xue Liu

arxiv:2305.16338 v3 · 2023-05-24 · cs.LG · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZH3LN6FTQK62EQJTOW6YJNBNGK}

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.

Cited by

2 papers in Pith

Functional Cache Grafting: Robust and Rapid Code-Policy Synthesis for Embodied Agents

The Rise and Potential of Large Language Model Based Agents: A Survey

Receipt and verification

First computed	2026-07-05T08:24:21.503675Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c9f6b6f8b382bda2413375bd84b42d328edd25ea3aed1cebbe274878310445d4

Aliases

arxiv: 2305.16338 · arxiv_version: 2305.16338v3 · doi: 10.48550/arxiv.2305.16338 · pith_short_12: ZH3LN6FTQK62 · pith_short_16: ZH3LN6FTQK62EQJT · pith_short_8: ZH3LN6FT

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/ZH3LN6FTQK62EQJTOW6YJNBNGK \
  | 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: c9f6b6f8b382bda2413375bd84b42d328edd25ea3aed1cebbe274878310445d4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c5c363822ef15b2623ce948296f973bf6d65eec7af5cf2678a8fc12d54104814",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-24T01:20:22Z",
    "title_canon_sha256": "7e28a53e5fc35d330cc07c89c5bce9de2cd961c1ee86d8d0dc368c93779941cc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.16338",
    "kind": "arxiv",
    "version": 3
  }
}