Pith Number

pith:OY6UIUB3

pith:2018:OY6UIUB3I5I3RU2N7ZVQQZOTTO

not attested not anchored not stored refs pending

Reward Constrained Policy Optimization

Chen Tessler, Daniel J. Mankowitz, Shie Mannor

arxiv:1805.11074 v3 · 2018-05-28 · 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{OY6UIUB3I5I3RU2N7ZVQQZOTTO}

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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

15 papers in Pith

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Constraint-Aware Reinforcement Learning via Adaptive Action Scaling

AdaFair-MARL: Enforcing Adaptive Fairness Constraints in Multi-Agent Reinforcement Learning

How Does the Lagrangian Guide Safe Reinforcement Learning through Diffusion Models?

Receipt and verification

First computed	2026-05-17T23:57:31.895745Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

763d44503b4751b8d34dfe6b0865d39b8c68e6f41ca8e73089ab997924d53d9d

Aliases

arxiv: 1805.11074 · arxiv_version: 1805.11074v3 · doi: 10.48550/arxiv.1805.11074 · pith_short_12: OY6UIUB3I5I3 · pith_short_16: OY6UIUB3I5I3RU2N · pith_short_8: OY6UIUB3

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/OY6UIUB3I5I3RU2N7ZVQQZOTTO \
  | 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: 763d44503b4751b8d34dfe6b0865d39b8c68e6f41ca8e73089ab997924d53d9d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e8c4da5368282395e3a8694b960f3bfa5251ba844a65fe5e68c2005f31c6d322",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-05-28T17:31:11Z",
    "title_canon_sha256": "6ad4503a61e54aa72d763a4654ce6df6dbdae9b9f11d9fdc8100fb581baa447a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1805.11074",
    "kind": "arxiv",
    "version": 3
  }
}