Pith Number

pith:NFJT4E2F

pith:2021:NFJT4E2FHEZPNMAG433ERMJ2FW

not attested not anchored not stored refs pending

Feasible Actor-Critic: Constrained Reinforcement Learning for Ensuring Statewise Safety

Haitong Ma, Jianyu Chen, Shegnbo Eben Li, Sifa Zheng, Xiangteng Zhang, Yang Guan

arxiv:2105.10682 v3 · 2021-05-22 · cs.LG

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\usepackage{pith}
\pithnumber{NFJT4E2FHEZPNMAG433ERMJ2FW}

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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

Augmented Lagrangian Multiplier Network for State-wise Safety in Reinforcement Learning

Receipt and verification

First computed	2026-07-05T02:49:01.264554Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

69533e13453932f6b006e6f648b13a2da75c385d33c6a3205c59f6d8b9e71533

Aliases

arxiv: 2105.10682 · arxiv_version: 2105.10682v3 · doi: 10.48550/arxiv.2105.10682 · pith_short_12: NFJT4E2FHEZP · pith_short_16: NFJT4E2FHEZPNMAG · pith_short_8: NFJT4E2F

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/NFJT4E2FHEZPNMAG433ERMJ2FW \
  | 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: 69533e13453932f6b006e6f648b13a2da75c385d33c6a3205c59f6d8b9e71533

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d5fdf9ac132d4d8dc929c35788cc7ed74db9d77456deb3b680e6a0718355725b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-05-22T10:40:58Z",
    "title_canon_sha256": "cc7d259d90ee023a651d614bfe9eead0af8a050ad7ea332d09408d7f9afb5884"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.10682",
    "kind": "arxiv",
    "version": 3
  }
}