Pith Number

pith:HU6KM5L4

pith:2023:HU6KM5L4IMYLXZBV4PQO56QO3C

not attested not anchored not stored refs pending

Backward Learning for Goal-Conditioned Policies

Jan Robine, Marc H\"oftmann, Stefan Harmeling

arxiv:2312.05044 v2 · 2023-12-08 · 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{HU6KM5L4IMYLXZBV4PQO56QO3C}

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	2026-07-05T08:08:00.377395Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3d3ca6757c4330bbe435e3e0eefa0ed8aa5b86281a9610fcfcfc419b4b476fb6

Aliases

arxiv: 2312.05044 · arxiv_version: 2312.05044v2 · doi: 10.48550/arxiv.2312.05044 · pith_short_12: HU6KM5L4IMYL · pith_short_16: HU6KM5L4IMYLXZBV · pith_short_8: HU6KM5L4

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/HU6KM5L4IMYLXZBV4PQO56QO3C \
  | 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: 3d3ca6757c4330bbe435e3e0eefa0ed8aa5b86281a9610fcfcfc419b4b476fb6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e205fcfc0a3b1508235d76de8bd854e1ca49ed5d40886126cc7c774ce7a46028",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-08T13:52:16Z",
    "title_canon_sha256": "a11f870a3bf6d06b54babb6536783664dc91336ec66dca6e4f83e19252f3e03a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.05044",
    "kind": "arxiv",
    "version": 2
  }
}