Pith Number

pith:U7LMDM5B

pith:2023:U7LMDM5BKJ2CODPHXU67S5DBUU

not attested not anchored not stored refs pending

A Unified View on Solving Objective Mismatch in Model-Based Reinforcement Learning

Alfredo Garcia, Anthony McDonald, Nathan Lambert, Ran Wei, Roberto Calandra

arxiv:2310.06253 v2 · 2023-10-10 · 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{U7LMDM5BKJ2CODPHXU67S5DBUU}

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

How Should World Models Be Evaluated for Embodied Decision-Making? A Decision-Making-Centric Position

Receipt and verification

First computed	2026-07-05T08:05:03.651899Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a7d6c1b3a15274270de7bd3df97461a500a6e1bfb77b738aabd223e3074241d5

Aliases

arxiv: 2310.06253 · arxiv_version: 2310.06253v2 · doi: 10.48550/arxiv.2310.06253 · pith_short_12: U7LMDM5BKJ2C · pith_short_16: U7LMDM5BKJ2CODPH · pith_short_8: U7LMDM5B

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/U7LMDM5BKJ2CODPHXU67S5DBUU \
  | 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: a7d6c1b3a15274270de7bd3df97461a500a6e1bfb77b738aabd223e3074241d5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "63e96df75f79db4fd8241e9dbf07afe9c9f4c8ae7623606c90047b944bb617d2",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-10T01:58:38Z",
    "title_canon_sha256": "2798a72ebe1061f129127ebad195809d3d3cd324cc9c2e648f69bc01cda75fd8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.06253",
    "kind": "arxiv",
    "version": 2
  }
}