Pith Number

pith:SSOLOD57

pith:2021:SSOLOD57GWJY3DW2FDB42UZM7D

not attested not anchored not stored refs pending

Reward Biased Maximum Likelihood Estimation for Learning in Constrained MDPs

Rahul Singh

arxiv:2105.13919 v1 · 2021-05-28 · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SSOLOD57GWJY3DW2FDB42UZM7D}

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.

Receipt and verification

First computed	2026-07-05T02:44:12.581487Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

949cb70fbf35938d8eda28c3cd532cf8d3f67002d9a8c4929f015dac1bc80bae

Aliases

arxiv: 2105.13919 · arxiv_version: 2105.13919v1 · doi: 10.48550/arxiv.2105.13919 · pith_short_12: SSOLOD57GWJY · pith_short_16: SSOLOD57GWJY3DW2 · pith_short_8: SSOLOD57

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/SSOLOD57GWJY3DW2FDB42UZM7D \
  | 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: 949cb70fbf35938d8eda28c3cd532cf8d3f67002d9a8c4929f015dac1bc80bae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "55d1282cacf84162d7cf35d625397c703d299bf01e92306168a5e35fca57f9c7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2021-05-28T15:36:01Z",
    "title_canon_sha256": "205cd03febab8089cd77a5891df1aebf2a702b0c5487f080215d3130fd15eaca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.13919",
    "kind": "arxiv",
    "version": 1
  }
}