Pith Number

pith:CKYTFZU3

pith:2021:CKYTFZU3DCT2RZVGIMF5G2FULK

not attested not anchored not stored refs pending

The MineRL 2020 Competition on Sample Efficient Reinforcement Learning using Human Priors

Avinash Ummadisingu, Brandon Houghton, Crissman Loomis, John Schulman, Keisuke Nakata, Mario Ynocente Castro, Nicholay Topin, Noboru Sean Kuno, Oriol Vinyals, Ruslan Salakhutdinov, Sam Devlin, Sharada Mohanty, Shinya Shiroshita, Stephanie Milani, William H. Guss

arxiv:2101.11071 v1 · 2021-01-26 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CKYTFZU3DCT2RZVGIMF5G2FULK}

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

Forager: a lightweight testbed for continual learning with partial observability in RL

Voyager: An Open-Ended Embodied Agent with Large Language Models

Receipt and verification

First computed	2026-07-05T02:10:08.674917Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

12b132e69b18a7a8e6a6430bd368b45aad88558620ab3ffd130bb38fc3af911c

Aliases

arxiv: 2101.11071 · arxiv_version: 2101.11071v1 · doi: 10.48550/arxiv.2101.11071 · pith_short_12: CKYTFZU3DCT2 · pith_short_16: CKYTFZU3DCT2RZVG · pith_short_8: CKYTFZU3

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/CKYTFZU3DCT2RZVGIMF5G2FULK \
  | 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: 12b132e69b18a7a8e6a6430bd368b45aad88558620ab3ffd130bb38fc3af911c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "24bd6daae69e8778abdb36b8651f25f1b61533926438aecdfa916bcc47cfe97c",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-01-26T20:32:30Z",
    "title_canon_sha256": "1f6fb941a18fe40c52e306af2f9edda1fba7361774e81e58119955e398ce3d0f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2101.11071",
    "kind": "arxiv",
    "version": 1
  }
}