Pith Number

pith:IEJNU326

pith:2023:IEJNU326MCSSCF6O74JC5JJJYK

not attested not anchored not stored refs pending

Dream to Adapt: Meta Reinforcement Learning by Latent Context Imagination and MDP Imagination

H. Eric Tseng, Huei Peng, Lu Wen, Songan Zhang

arxiv:2311.06673 v1 · 2023-11-11 · 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{IEJNU326MCSSCF6O74JC5JJJYK}

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.

Receipt and verification

First computed	2026-07-05T07:11:43.640831Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4112da6f5e60a52117ceff122ea529c2877f2d05679aa7ecdaa5283d4d32d45c

Aliases

arxiv: 2311.06673 · arxiv_version: 2311.06673v1 · doi: 10.48550/arxiv.2311.06673 · pith_short_12: IEJNU326MCSS · pith_short_16: IEJNU326MCSSCF6O · pith_short_8: IEJNU326

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/IEJNU326MCSSCF6O74JC5JJJYK \
  | 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: 4112da6f5e60a52117ceff122ea529c2877f2d05679aa7ecdaa5283d4d32d45c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "83150f34990d6484725815051db20d85f1e9f3b8a97808f826c7fb527a76158a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-11T22:05:10Z",
    "title_canon_sha256": "94483fbedb2acf836704453421ff5a2203ae4ec996ee5349916b38cfa694b0ef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.06673",
    "kind": "arxiv",
    "version": 1
  }
}