Pith Number

pith:SNIQTD3I

pith:2016:SNIQTD3IFP3GYARI2VZIL2KLPI

not attested not anchored not stored refs pending

Learning to Act by Predicting the Future

Alexey Dosovitskiy, Vladlen Koltun

arxiv:1611.01779 v2 · 2016-11-06 · cs.LG · cs.AI · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SNIQTD3IFP3GYARI2VZIL2KLPI}

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

To Learn or Not to Learn: Analyzing the Role of Learning for Navigation in Virtual Environments

An Active Perception Game for Robust Exploration

Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems

Receipt and verification

First computed	2026-05-18T00:50:42.312026Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9351098f682bf66c0228d57285e94b7a2d9a70c6f63c3e40d442ae2faf8ea5ff

Aliases

arxiv: 1611.01779 · arxiv_version: 1611.01779v2 · doi: 10.48550/arxiv.1611.01779 · pith_short_12: SNIQTD3IFP3G · pith_short_16: SNIQTD3IFP3GYARI · pith_short_8: SNIQTD3I

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/SNIQTD3IFP3GYARI2VZIL2KLPI \
  | 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: 9351098f682bf66c0228d57285e94b7a2d9a70c6f63c3e40d442ae2faf8ea5ff

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "69db9a7be3bf1ab3574c636e16717d9b69625128c4391323be1b6e684846bdd1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2016-11-06T13:45:00Z",
    "title_canon_sha256": "6e2cdce0181fe9dd45604a94adbe1a3d9e0d239eef7a2048bc1a2f0f8d6675e7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1611.01779",
    "kind": "arxiv",
    "version": 2
  }
}