Pith Number

pith:FBAO75FP

pith:2023:FBAO75FPWXQCOAXTYAPINWYMZY

not attested not anchored not stored refs pending

Bridging Imitation and Online Reinforcement Learning: An Optimistic Tale

Botao Hao, Dengwang Tang, Rahul Jain, Zheng Wen

arxiv:2303.11369 v2 · 2023-03-20 · 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{FBAO75FPWXQCOAXTYAPINWYMZY}

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

1 paper in Pith

Best Policy Learning from Trajectory Preference Feedback

Receipt and verification

First computed	2026-07-05T06:31:10.401961Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2840eff4afb5e02702f3c01e86db0cce10a9aa85f3a5bf7ca9ba9c1db08c9e42

Aliases

arxiv: 2303.11369 · arxiv_version: 2303.11369v2 · doi: 10.48550/arxiv.2303.11369 · pith_short_12: FBAO75FPWXQC · pith_short_16: FBAO75FPWXQCOAXT · pith_short_8: FBAO75FP

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/FBAO75FPWXQCOAXTYAPINWYMZY \
  | 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: 2840eff4afb5e02702f3c01e86db0cce10a9aa85f3a5bf7ca9ba9c1db08c9e42

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ae7c61e9ba8508937734127712720902a8e37f079cc22d37948cd2694a8abaed",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-03-20T18:16:25Z",
    "title_canon_sha256": "6c3ad5fedc9e2f6749cb7b0ba293f082b72bcab756d79bc8a0e20bb35599736e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.11369",
    "kind": "arxiv",
    "version": 2
  }
}