Pith Number

pith:Z66RKDL2

pith:2017:Z66RKDL2UUQOH2DDAELLUOW6TX

not attested not anchored not stored refs pending

Learning to Repeat: Fine Grained Action Repetition for Deep Reinforcement Learning

Aravind Srinivas, Balaraman Ravindran, Sahil Sharma

arxiv:1702.06054 v2 · 2017-02-20 · cs.LG · cs.AI · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Z66RKDL2UUQOH2DDAELLUOW6TX}

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

4 papers in Pith

Temporal Transfer Learning for Traffic Optimization with Coarse-grained Advisory Autonomy

When to Re-Commit: Temporal Abstraction Discovery for Long-Horizon Vision-Language Reasoning

Receipt and verification

First computed	2026-07-05T01:36:56.382663Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cfbd150d7aa520e3e8630116ba3ade9dd4c7fda9b17e8d528fd13e91ae98fdb6

Aliases

arxiv: 1702.06054 · arxiv_version: 1702.06054v2 · doi: 10.48550/arxiv.1702.06054 · pith_short_12: Z66RKDL2UUQO · pith_short_16: Z66RKDL2UUQOH2DD · pith_short_8: Z66RKDL2

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/Z66RKDL2UUQOH2DDAELLUOW6TX \
  | 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: cfbd150d7aa520e3e8630116ba3ade9dd4c7fda9b17e8d528fd13e91ae98fdb6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d6a8605ff229315525ba084586d70bd6367b354f911375a714d19f39dc5d0cb2",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-02-20T16:32:07Z",
    "title_canon_sha256": "8216c88565a5ebddf39ec24490361a89a85387ee5648da73f6124c6e9d339bd4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1702.06054",
    "kind": "arxiv",
    "version": 2
  }
}