Pith Number

pith:N4XJB4LJ

pith:2020:N4XJB4LJ2JWHBWB5FQCH5SCMY3

not attested not anchored not stored refs pending

Deep RL With Information Constrained Policies: Generalization in Continuous Control

Chris R. Sims, Gerald Tesauro, Matthew Riemer, Miao Liu, Tailia Malloy, Tim Klinger

arxiv:2010.04646 v1 · 2020-10-09 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{N4XJB4LJ2JWHBWB5FQCH5SCMY3}

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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

Mutual Information Optimal Density Control of Linear Systems and Generalized Schr\"{o}dinger Bridges with Reference Refinement

Receipt and verification

First computed	2026-07-05T11:03:44.240946Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6f2e90f169d26c70d83d2c047ec84cc6d664a55e222e512f56fdfd7c86cd994f

Aliases

arxiv: 2010.04646 · arxiv_version: 2010.04646v1 · doi: 10.48550/arxiv.2010.04646 · pith_short_12: N4XJB4LJ2JWH · pith_short_16: N4XJB4LJ2JWHBWB5 · pith_short_8: N4XJB4LJ

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/N4XJB4LJ2JWHBWB5FQCH5SCMY3 \
  | 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: 6f2e90f169d26c70d83d2c047ec84cc6d664a55e222e512f56fdfd7c86cd994f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "83a670b421506f1c39e4daf75a4cb35cb2bef66700d7cb25627cc1698a54fa4d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-10-09T15:42:21Z",
    "title_canon_sha256": "4c7beaa33b15dce8d3cca642993076f8b95c4ef0ed33b86c5810e8dffcf4d8b1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.04646",
    "kind": "arxiv",
    "version": 1
  }
}