Pith Number

pith:KGPVHTJU

pith:2021:KGPVHTJU4TV3CHNBGFTH4RGSFY

not attested not anchored not stored refs pending

RLDS: an Ecosystem to Generate, Share and Use Datasets in Reinforcement Learning

Anita Gergely, Damien Vincent, Daniel Toyama, Hanna Yakubovich, Jeremiah Harmsen, L\'eonard Hussenot, Nikola Momchev, Olivier Pietquin, Piotr Stanczyk, Raphael Marinier, Sabela Ramos, Sertan Girgin

arxiv:2111.02767 v1 · 2021-11-04 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KGPVHTJU4TV3CHNBGFTH4RGSFY}

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

7 papers in Pith

Next-Generation Agentic Reinforcement Learning Systems Enable Self-Evolving Agents

Vision-Language-Action Models: Experimental Insights from a Real-World UR5 Platform

ABot-M0: VLA Foundation Model for Robotic Manipulation with Action Manifold Learning

RIO: Flexible Real-Time Robot I/O for Cross-Embodiment Robot Learning

Receipt and verification

First computed	2026-07-05T03:29:08.573026Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

519f53cd34e4ebb11da131667e44d22e24aa49b69f68ccfb693ad940fede0f49

Aliases

arxiv: 2111.02767 · arxiv_version: 2111.02767v1 · doi: 10.48550/arxiv.2111.02767 · pith_short_12: KGPVHTJU4TV3 · pith_short_16: KGPVHTJU4TV3CHNB · pith_short_8: KGPVHTJU

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/KGPVHTJU4TV3CHNBGFTH4RGSFY \
  | 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: 519f53cd34e4ebb11da131667e44d22e24aa49b69f68ccfb693ad940fede0f49

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5b35f1dbfde89109c827b67afdf751a72a3351fef91a15c6bdcecf737bbaffb4",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-11-04T11:48:19Z",
    "title_canon_sha256": "dbe9223206cae9fe19fd13c3a0261709e8f0da0bc9417cba69b01a699c79e6b4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.02767",
    "kind": "arxiv",
    "version": 1
  }
}