Pith Number

pith:QTKDZWKQ

pith:2024:QTKDZWKQCGIN37XEWEDLAIV3TL

not attested not anchored not stored refs pending

ExACT: Teaching AI Agents to Explore with Reflective-MCTS and Exploratory Learning

Baolin Peng, Hao Cheng, Jianfeng Gao, Michel Galley, Vineeth Vajipey, Xiao Yu, Zhou Yu

arxiv:2410.02052 v5 · 2024-10-02 · cs.CL · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QTKDZWKQCGIN37XEWEDLAIV3TL}

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

3 papers in Pith

DynaWeb: Model-Based Reinforcement Learning of Web Agents

NeuroSymActive: Differentiable Neural-Symbolic Reasoning with Active Exploration for Knowledge Graph Question Answering

BranchBench: Aligning Database Branching with Agentic Demands

Receipt and verification

First computed	2026-07-05T10:21:23.834914Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

84d43cd9501190ddfee4b106b022bb9af3f0adf9668b31aaaf9db967159d1426

Aliases

arxiv: 2410.02052 · arxiv_version: 2410.02052v5 · doi: 10.48550/arxiv.2410.02052 · pith_short_12: QTKDZWKQCGIN · pith_short_16: QTKDZWKQCGIN37XE · pith_short_8: QTKDZWKQ

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/QTKDZWKQCGIN37XEWEDLAIV3TL \
  | 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: 84d43cd9501190ddfee4b106b022bb9af3f0adf9668b31aaaf9db967159d1426

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8962c6d5e8aec9fc1631c5275514b4ab36691847b95edacc1bc796d1496843d4",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-02T21:42:35Z",
    "title_canon_sha256": "e1a8ab156ed6ddc0ff5dd1dd5979646aa9d1b2eef83eaf70cda3170b5dd3bbef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.02052",
    "kind": "arxiv",
    "version": 5
  }
}