Pith Number

pith:I6LSADAY

pith:2022:I6LSADAYQMOFR5Y2EFJOQSVL3R

not attested not anchored not stored refs pending

EUCLID: Towards Efficient Unsupervised Reinforcement Learning with Multi-choice Dynamics Model

Changjie Fan, Fei Ni, Jianye Hao, Jinyi Liu, Yan Zheng, Yao Mu, Yifu Yuan, Yingfeng Chen, Yujing Hu

arxiv:2210.00498 v2 · 2022-10-02 · cs.LG · cs.AI · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{I6LSADAYQMOFR5Y2EFJOQSVL3R}

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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

TD-MPC2: Scalable, Robust World Models for Continuous Control

Receipt and verification

First computed	2026-07-05T05:44:25.244924Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4797200c18831c58f71a2152e84aabdc48d8f9aee3997c6e7dec9e32b16f3ab7

Aliases

arxiv: 2210.00498 · arxiv_version: 2210.00498v2 · doi: 10.48550/arxiv.2210.00498 · pith_short_12: I6LSADAYQMOF · pith_short_16: I6LSADAYQMOFR5Y2 · pith_short_8: I6LSADAY

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/I6LSADAYQMOFR5Y2EFJOQSVL3R \
  | 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: 4797200c18831c58f71a2152e84aabdc48d8f9aee3997c6e7dec9e32b16f3ab7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c4ad1e70a22898b6d3ad63e6dff5279b762b493bccf32366a7af98a10d1c3a92",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-02T12:11:44Z",
    "title_canon_sha256": "3037b45b0e87aabecb4bab4d1ab0690f50f4e0391691fd0831d628bb4e408231"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.00498",
    "kind": "arxiv",
    "version": 2
  }
}