Pith Number

pith:3J7S2UBB

pith:2022:3J7S2UBBCXVEIGVVRSHU4VW2IY

not attested not anchored not stored refs pending

Rethinking Goal-conditioned Supervised Learning and Its Connection to Offline RL

Chongjie Zhang, Hao Sun, Lei Han, Meng Fang, Rui Yang, Wenzhe Li, Xiu Li, Yali Du, Yiming Lu

arxiv:2202.04478 v2 · 2022-02-09 · 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{3J7S2UBBCXVEIGVVRSHU4VW2IY}

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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

3 papers in Pith

Physics-informed Goal-Conditioned Reinforcement Learning under Hybrid Contact Dynamics

QHyer: Q-conditioned Hybrid Attention-mamba Transformer for Offline Goal-conditioned RL

Occupancy Reward Shaping: Improving Credit Assignment for Offline Goal-Conditioned Reinforcement Learning

Receipt and verification

First computed	2026-07-05T03:56:34.611707Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

da7f2d502115ea441ab58c8f4e56da46295ae195dffdd154c9cb746241735064

Aliases

arxiv: 2202.04478 · arxiv_version: 2202.04478v2 · doi: 10.48550/arxiv.2202.04478 · pith_short_12: 3J7S2UBBCXVE · pith_short_16: 3J7S2UBBCXVEIGVV · pith_short_8: 3J7S2UBB

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/3J7S2UBBCXVEIGVVRSHU4VW2IY \
  | 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: da7f2d502115ea441ab58c8f4e56da46295ae195dffdd154c9cb746241735064

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bd9fcc1e24e2391f605f237b4a80200c4d397bb7c39dd29196a5f62e6d51d0a8",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-02-09T14:17:05Z",
    "title_canon_sha256": "839ea5b9277093f75a125869e30c9cefbd6dda40cc83ce4bd1069356d198e966"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.04478",
    "kind": "arxiv",
    "version": 2
  }
}