Pith Number

pith:INVXC2YH

pith:2018:INVXC2YHEGJMGFRY4URUSFCDLW

not attested not anchored not stored refs pending

Equivalence Between Wasserstein and Value-Aware Loss for Model-based Reinforcement Learning

Dipendra Misra, Evan Cater, Kavosh Asadi, Michael L. Littman

arxiv:1806.01265 v2 · 2018-06-01 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{INVXC2YHEGJMGFRY4URUSFCDLW}

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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

2 papers in Pith

On Training in Imagination

Receipt and verification

First computed	2026-05-18T00:11:17.255892Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

436b716b072192c31638e5234914435dbe93ab7f4ecf9046126573c8e2bb5f39

Aliases

arxiv: 1806.01265 · arxiv_version: 1806.01265v2 · doi: 10.48550/arxiv.1806.01265 · pith_short_12: INVXC2YHEGJM · pith_short_16: INVXC2YHEGJMGFRY · pith_short_8: INVXC2YH

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/INVXC2YHEGJMGFRY4URUSFCDLW \
  | 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: 436b716b072192c31638e5234914435dbe93ab7f4ecf9046126573c8e2bb5f39

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1cb5fce260fa176a1a2fd185d4e380ab417ffecc1785e804942306ca57140639",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-06-01T21:54:18Z",
    "title_canon_sha256": "ec2ccf810a0e0eaddee84cddb8516eff69457ef313127ebd5bdeddb82c373208"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1806.01265",
    "kind": "arxiv",
    "version": 2
  }
}