Pith Number

pith:AS5OSWX6

pith:2024:AS5OSWX6VG5TKYT7HLY26NQVLO

not attested not anchored not stored refs pending

A Unifying Framework for Action-Conditional Self-Predictive Reinforcement Learning

Arthur Guez, Bernardo Avila Pires, Clare Lyle, Diana Borsa, Khimya Khetarpal, Mark Rowland, Nicolas Heess, Will Dabney, Yunhao Tang, Zhaohan Daniel Guo

arxiv:2406.02035 v1 · 2024-06-04 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AS5OSWX6VG5TKYT7HLY26NQVLO}

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

1 paper in Pith

A Survey of State Representation Learning for Deep Reinforcement Learning

Receipt and verification

First computed	2026-07-05T08:27:13.563431Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

04bae95afea9bb35627f3af1af36155b97730ae7df92977287324dcea8034f60

Aliases

arxiv: 2406.02035 · arxiv_version: 2406.02035v1 · doi: 10.48550/arxiv.2406.02035 · pith_short_12: AS5OSWX6VG5T · pith_short_16: AS5OSWX6VG5TKYT7 · pith_short_8: AS5OSWX6

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/AS5OSWX6VG5TKYT7HLY26NQVLO \
  | 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: 04bae95afea9bb35627f3af1af36155b97730ae7df92977287324dcea8034f60

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d162d7ce9ce423898cb97749d275af1ef4e4af5e456307e1f83281b150638493",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-04T07:22:12Z",
    "title_canon_sha256": "3eeb1729a8ecb1f88893fffa4387555639991904e41c4eb67b386cf05891dd80"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.02035",
    "kind": "arxiv",
    "version": 1
  }
}