Pith Number

pith:RSGTTCCX

pith:2022:RSGTTCCX5X63WHVPTP6GW2OWWB

not attested not anchored not stored refs pending

Multi-Stage Episodic Control for Strategic Exploration in Text Games

Jens Tuyls, Karthik Narasimhan, Sham Kakade, Shunyu Yao

arxiv:2201.01251 v3 · 2022-01-04 · 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{RSGTTCCX5X63WHVPTP6GW2OWWB}

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

Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security

Cognitive Architectures for Language Agents

Receipt and verification

First computed	2026-07-05T04:05:37.959604Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8c8d398857edfdbb1eaf9bfc6b69d6b065331ec85bbc345a16fe2de86f87cea7

Aliases

arxiv: 2201.01251 · arxiv_version: 2201.01251v3 · doi: 10.48550/arxiv.2201.01251 · pith_short_12: RSGTTCCX5X63 · pith_short_16: RSGTTCCX5X63WHVP · pith_short_8: RSGTTCCX

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/RSGTTCCX5X63WHVPTP6GW2OWWB \
  | 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: 8c8d398857edfdbb1eaf9bfc6b69d6b065331ec85bbc345a16fe2de86f87cea7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "174ff20f58f1eb56dc423c561b5760964fa959754d77071cbbe4bdaff7af4c1e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-01-04T17:19:52Z",
    "title_canon_sha256": "c382bdbc48f00bdff623dae4f5b7e273857dc9aabb7aa731e41f0687c9fa8063"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.01251",
    "kind": "arxiv",
    "version": 3
  }
}