Pith Number

pith:AOVNQZGY

pith:2020:AOVNQZGY6JYMVERPBZLMUAIALK

not attested not anchored not stored refs pending

A Deeper Look at Discounting Mismatch in Actor-Critic Algorithms

Harm van Seijen, Remi Tachet des Combes, Romain Laroche, Shangtong Zhang, Shimon Whiteson

arxiv:2010.01069 v4 · 2020-10-02 · 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{AOVNQZGY6JYMVERPBZLMUAIALK}

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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

Average Reward Reinforcement Learning for Wireless Radio Resource Management

Receipt and verification

First computed	2026-07-05T03:51:41.066462Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

03aad864d8f270ca922f0e56ca01005aac4c7368fd390a451e205820781a9518

Aliases

arxiv: 2010.01069 · arxiv_version: 2010.01069v4 · doi: 10.48550/arxiv.2010.01069 · pith_short_12: AOVNQZGY6JYM · pith_short_16: AOVNQZGY6JYMVERP · pith_short_8: AOVNQZGY

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/AOVNQZGY6JYMVERPBZLMUAIALK \
  | 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: 03aad864d8f270ca922f0e56ca01005aac4c7368fd390a451e205820781a9518

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8e54e3fe64a25439d9440c995a3cdf7b32f3b16497e4db3d10994464d6885ed5",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-10-02T15:51:48Z",
    "title_canon_sha256": "6a72d0d1bb0ba7484b98acd5efdd75e4e16cafef6a3a97956475c8c521931169"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.01069",
    "kind": "arxiv",
    "version": 4
  }
}