Pith Number

pith:BFBVFIO2

pith:2025:BFBVFIO2AW2R4BNJLVCUOYQM4B

not attested not anchored not stored refs pending

Enabling Off-Policy Imitation Learning with Deep Actor Critic Stabilization

Sayambhu Sen, Shalabh Bhatnagar

arxiv:2511.07288 v2 · 2025-11-10 · 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{BFBVFIO2AW2R4BNJLVCUOYQM4B}

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	2026-05-20T00:05:37.268440Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

094352a1da05b51e05a95d4547620ce04c4fd3b4634e57cf2cc7594ba6b5d49d

Aliases

arxiv: 2511.07288 · arxiv_version: 2511.07288v2 · doi: 10.48550/arxiv.2511.07288 · pith_short_12: BFBVFIO2AW2R · pith_short_16: BFBVFIO2AW2R4BNJ · pith_short_8: BFBVFIO2

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/BFBVFIO2AW2R4BNJLVCUOYQM4B \
  | 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: 094352a1da05b51e05a95d4547620ce04c4fd3b4634e57cf2cc7594ba6b5d49d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "82c8e6b68b7b2fc53954cdd060e9e7ccc1b778d0a05f61ecf2bdca1c5706dfcb",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-11-10T16:35:50Z",
    "title_canon_sha256": "52cf3800324c6fdaf82999f3a244c64c2af4a009f8cdc00698307dcc653b48da"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2511.07288",
    "kind": "arxiv",
    "version": 2
  }
}