Pith Number

pith:GQWU3GMC

pith:2021:GQWU3GMC6YCAXJWCIIPY4SPUXJ

not attested not anchored not stored refs pending

MICo: Improved representations via sampling-based state similarity for Markov decision processes

Mark Rowland, Pablo Samuel Castro, Prakash Panangaden, Tyler Kastner

arxiv:2106.08229 v4 · 2021-06-03 · cs.LG · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GQWU3GMC6YCAXJWCIIPY4SPUXJ}

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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

Multi-scale Predictive Representations for Goal-conditioned Reinforcement Learning

Receipt and verification

First computed	2026-07-05T03:50:35.469709Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

342d4d9982f6040ba6c2421f8e49f4ba76f8c88966f15f2e1f76cffb34cd0d47

Aliases

arxiv: 2106.08229 · arxiv_version: 2106.08229v4 · doi: 10.48550/arxiv.2106.08229 · pith_short_12: GQWU3GMC6YCA · pith_short_16: GQWU3GMC6YCAXJWC · pith_short_8: GQWU3GMC

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/GQWU3GMC6YCAXJWCIIPY4SPUXJ \
  | 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: 342d4d9982f6040ba6c2421f8e49f4ba76f8c88966f15f2e1f76cffb34cd0d47

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2a4404b07c9b1a6da8286c9dea90b3a10c4707b57149803ff9198543dfc4ed9d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-06-03T14:24:12Z",
    "title_canon_sha256": "55da2b57108cdb3f04b80c745e682786bd748442928c1854e8edf283b33df993"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.08229",
    "kind": "arxiv",
    "version": 4
  }
}