Pith Number

pith:K2GHX466

pith:2016:K2GHX466M2XBIZSJAA4BNFK5TT

not attested not anchored not stored refs pending

Loss is its own Reward: Self-Supervision for Reinforcement Learning

Evan Shelhamer, Max Argus, Parsa Mahmoudieh, Trevor Darrell

arxiv:1612.07307 v2 · 2016-12-21 · 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{K2GHX466M2XBIZSJAA4BNFK5TT}

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

Supervise Thyself: Examining Self-Supervised Representations in Interactive Environments

Receipt and verification

First computed	2026-05-18T00:49:02.114453Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

568c7bf3de66ae146649003816955d9cc5b827c6ff22b87c85cc05b2c85023ca

Aliases

arxiv: 1612.07307 · arxiv_version: 1612.07307v2 · doi: 10.48550/arxiv.1612.07307 · pith_short_12: K2GHX466M2XB · pith_short_16: K2GHX466M2XBIZSJ · pith_short_8: K2GHX466

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/K2GHX466M2XBIZSJAA4BNFK5TT \
  | 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: 568c7bf3de66ae146649003816955d9cc5b827c6ff22b87c85cc05b2c85023ca

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b1e1c5123f8aaffde630ee6439dced52ccf1819870a8c8005d4db93bcf385618",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2016-12-21T20:29:26Z",
    "title_canon_sha256": "704af55156dbb303ef5d42411dfdc72f905c1817ae2576b21944e7d9e8457cee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1612.07307",
    "kind": "arxiv",
    "version": 2
  }
}