Pith Number

pith:WLCVBEMU

pith:2020:WLCVBEMUS4OZDSSN6I3CMUUBCZ

not attested not anchored not stored refs pending

Human Instruction-Following with Deep Reinforcement Learning via Transfer-Learning from Text

Felix Hill, Nathaniel Wong, Sona Mokra, Tim Harley

arxiv:2005.09382 v1 · 2020-05-19 · 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{WLCVBEMUS4OZDSSN6I3CMUUBCZ}

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

3 papers in Pith

Aligning AI With Shared Human Values

Open X-Embodiment: Robotic Learning Datasets and RT-X Models

Do As I Can, Not As I Say: Grounding Language in Robotic Affordances

Receipt and verification

First computed	2026-07-05T01:03:49.759820Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b2c5509194971d91ca4df236265281165094b876f3a376bba048bd0bdadcdc01

Aliases

arxiv: 2005.09382 · arxiv_version: 2005.09382v1 · doi: 10.48550/arxiv.2005.09382 · pith_short_12: WLCVBEMUS4OZ · pith_short_16: WLCVBEMUS4OZDSSN · pith_short_8: WLCVBEMU

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/WLCVBEMUS4OZDSSN6I3CMUUBCZ \
  | 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: b2c5509194971d91ca4df236265281165094b876f3a376bba048bd0bdadcdc01

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8102ceea72f47d9c44c69017df38219ba163f09295bed165b5ef846413cb188c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2020-05-19T12:16:58Z",
    "title_canon_sha256": "8fb7f0af3a2e1c22c035cf82286c440c7022c59f09b85e99047a190f829b5fa0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2005.09382",
    "kind": "arxiv",
    "version": 1
  }
}