Pith Number

pith:5P7AECTH

pith:2022:5P7AECTHH6MB4EYAMMTAYAIHBN

not attested not anchored not stored refs pending

How Far I'll Go: Offline Goal-Conditioned Reinforcement Learning via $f$-Advantage Regression

Dinesh Jayaraman, Jason Yan, Osbert Bastani, Yecheng Jason Ma

arxiv:2206.03023 v2 · 2022-06-07 · 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{5P7AECTHH6MB4EYAMMTAYAIHBN}

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.

Cited by

3 papers in Pith

NFTR: From Provable Mode-Averaging to Geodesic Subgoal Selection in Offline Goal-Conditioned RL

Multi-scale Predictive Representations for Goal-conditioned Reinforcement Learning

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

Receipt and verification

First computed	2026-07-05T05:14:57.748172Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ebfe020a673f981e130063260c01070b6f6091a1828d6f897990b1f69aceae1e

Aliases

arxiv: 2206.03023 · arxiv_version: 2206.03023v2 · doi: 10.48550/arxiv.2206.03023 · pith_short_12: 5P7AECTHH6MB · pith_short_16: 5P7AECTHH6MB4EYA · pith_short_8: 5P7AECTH

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/5P7AECTHH6MB4EYAMMTAYAIHBN \
  | 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: ebfe020a673f981e130063260c01070b6f6091a1828d6f897990b1f69aceae1e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "03c66f35e53e61f433db0c252f114da9c5b6194972148e208ca893a901f2bef1",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-07T05:40:16Z",
    "title_canon_sha256": "cc9d842e17703c424133159532ccf981c0fbf65b819f51fc30157f968aa971a0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.03023",
    "kind": "arxiv",
    "version": 2
  }
}