Pith Number

pith:GU5S4R6H

pith:2026:GU5S4R6HARDPI3TCXNICD2HFP3

not attested not anchored not stored refs pending

IB-RL: Isolated Bilateral Reinforcement Learning for Strategic Dialogue Agents

Chenghao Cai, Haitao Hu, Mingxing Huang, Senhao Wang, Wenhao Li, Xingguang Wang, Zecheng Lin

arxiv:2608.06735 v1 · 2026-08-07 · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GU5S4R6HARDPI3TCXNICD2HFP3}

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.

Receipt and verification

First computed	2026-08-10T01:11:51.882139Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

353b2e47c70446f46e62bb5021e8e57eef4edfc970f2c5aa0ff720892fce671f

Aliases

arxiv: 2608.06735 · arxiv_version: 2608.06735v1 · doi: 10.48550/arxiv.2608.06735 · pith_short_12: GU5S4R6HARDP · pith_short_16: GU5S4R6HARDPI3TC · pith_short_8: GU5S4R6H

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/GU5S4R6HARDPI3TCXNICD2HFP3 \
  | 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: 353b2e47c70446f46e62bb5021e8e57eef4edfc970f2c5aa0ff720892fce671f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fb76376418dfadda6b79a5b51cfb7a5c9282a842364f694720ef854b97e7d7dc",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-08-07T02:59:53Z",
    "title_canon_sha256": "8a6f270189047beb8229474e67c271deda0b27a20d06ef00d72596b582c94c21"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.06735",
    "kind": "arxiv",
    "version": 1
  }
}