Pith Number

pith:GKHIHSRD

pith:2022:GKHIHSRDN3H7W6IGMKGD6SS7KG

not attested not anchored not stored refs pending

Know Your Boundaries: The Necessity of Explicit Behavioral Cloning in Offline RL

Scott Niekum, Wonjoon Goo

arxiv:2206.00695 v1 · 2022-06-01 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GKHIHSRDN3H7W6IGMKGD6SS7KG}

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

4 papers in Pith

Scalable Maximum Entropy Reinforcement Learning for Diffusion Policies via Adjoint Matching

Diffusion Policy Policy Optimization

Diffusion Policies as an Expressive Policy Class for Offline Reinforcement Learning

IDQL: Implicit Q-Learning as an Actor-Critic Method with Diffusion Policies

Receipt and verification

First computed	2026-07-05T04:28:32.691352Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

328e83ca236ecffb7906628c3f4a5f51a5030a0e388abc4eedbd9b0b7843f49c

Aliases

arxiv: 2206.00695 · arxiv_version: 2206.00695v1 · doi: 10.48550/arxiv.2206.00695 · pith_short_12: GKHIHSRDN3H7 · pith_short_16: GKHIHSRDN3H7W6IG · pith_short_8: GKHIHSRD

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/GKHIHSRDN3H7W6IGMKGD6SS7KG \
  | 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: 328e83ca236ecffb7906628c3f4a5f51a5030a0e388abc4eedbd9b0b7843f49c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e8686859d7ac6deb3e2a37a8ae32cfbb8ffb8c88401392cce5e123775cf4f2a9",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-01T18:04:43Z",
    "title_canon_sha256": "38f50e2a739013331af140e573ec0b3b9d8d5a8f11ca519f203a347e76d780d8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.00695",
    "kind": "arxiv",
    "version": 1
  }
}