Pith Number

pith:XLN36F6L

pith:2025:XLN36F6LMHJFLPDIIRG552K5WQ

not attested not anchored not stored refs pending

Inverse Reinforcement Learning with Switching Rewards and History Dependency for Characterizing Animal Behaviors

Anqi Wu, Feiyang Wu, Jeffrey Markowitz, Jingyang Ke, Jiyi Wang

arxiv:2501.12633 v3 · 2025-01-22 · 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{XLN36F6LMHJFLPDIIRG552K5WQ}

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

2 papers in Pith

Probabilistic Recurrent Intention Switching Model

Improving Zero-Shot Offline RL via Behavioral Task Sampling

Receipt and verification

First computed	2026-07-05T11:37:15.096522Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

badbbf17cb61d255bc68444ddee95db40a493a41620837fccff5118aa40a4ca6

Aliases

arxiv: 2501.12633 · arxiv_version: 2501.12633v3 · doi: 10.48550/arxiv.2501.12633 · pith_short_12: XLN36F6LMHJF · pith_short_16: XLN36F6LMHJFLPDI · pith_short_8: XLN36F6L

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/XLN36F6LMHJFLPDIIRG552K5WQ \
  | 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: badbbf17cb61d255bc68444ddee95db40a493a41620837fccff5118aa40a4ca6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1fd61fff4dd01d4d2f03ca28c0f02341abd30589221d52a22b528f76ce6c5c41",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-22T04:38:33Z",
    "title_canon_sha256": "923539743db2f12c12db5932fd2c9f2d0a0bf2fbcefbef2e3127db00108dc443"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.12633",
    "kind": "arxiv",
    "version": 3
  }
}