Pith Number

pith:66O2HSY5

pith:2023:66O2HSY5ANSHHPJDM4HDXPPZLN

not attested not anchored not stored refs pending

Hindsight-DICE: Stable Credit Assignment for Deep Reinforcement Learning

Akash Velu, Dilip Arumugam, Skanda Vaidyanath

arxiv:2307.11897 v2 · 2023-07-21 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{66O2HSY5ANSHHPJDM4HDXPPZLN}

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	2026-07-05T06:42:44.536985Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f79da3cb1d036473bd23670e3bbdf95b51dc71fdfd9ac3f53331248cc36c19bd

Aliases

arxiv: 2307.11897 · arxiv_version: 2307.11897v2 · doi: 10.48550/arxiv.2307.11897 · pith_short_12: 66O2HSY5ANSH · pith_short_16: 66O2HSY5ANSHHPJD · pith_short_8: 66O2HSY5

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/66O2HSY5ANSHHPJDM4HDXPPZLN \
  | 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: f79da3cb1d036473bd23670e3bbdf95b51dc71fdfd9ac3f53331248cc36c19bd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8cb277e0d92994cdbb25c9cb423a139db821117e21a51c01843f25084d0848d9",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-21T20:54:52Z",
    "title_canon_sha256": "8c9581831fb876f31f0cb5d045a05cdfb23c32640629aad36616b311f068c209"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.11897",
    "kind": "arxiv",
    "version": 2
  }
}