Pith Number

pith:KS6RW67S

pith:2017:KS6RW67SRSSPBBLLY2L4SDNZHQ

not attested not anchored not stored refs pending

Parameter Sharing Deep Deterministic Policy Gradient for Cooperative Multi-agent Reinforcement Learning

Hangjun Ye, Xiangxiang Chu

arxiv:1710.00336 v2 · 2017-10-01 · 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{KS6RW67SRSSPBBLLY2L4SDNZHQ}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Policy Optimization in Hybrid Discrete-Continuous Action Spaces via Mixed Gradients

Receipt and verification

First computed	2026-05-18T00:33:47.822110Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

54bd1b7bf28ca4f0856bc697c90db93c08846dc68b5383faa62c44dd4096fbf2

Aliases

arxiv: 1710.00336 · arxiv_version: 1710.00336v2 · doi: 10.48550/arxiv.1710.00336 · pith_short_12: KS6RW67SRSSP · pith_short_16: KS6RW67SRSSPBBLL · pith_short_8: KS6RW67S

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/KS6RW67SRSSPBBLLY2L4SDNZHQ \
  | 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: 54bd1b7bf28ca4f0856bc697c90db93c08846dc68b5383faa62c44dd4096fbf2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9304300f71164b1e0109a65cb187cea8c18273fea3e7bca243844a43bc15f09e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2017-10-01T11:43:10Z",
    "title_canon_sha256": "32060b062a0254a50e82baadd6e23f3aeea9a84db952249043537b31491d1290"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1710.00336",
    "kind": "arxiv",
    "version": 2
  }
}