Pith Number

pith:DMRLIEQT

pith:2023:DMRLIEQTXE25BECUM3ALRDXPQI

not attested not anchored not stored refs pending

Skill Reinforcement Learning and Planning for Open-World Long-Horizon Tasks

Chi Zhang, Feiyang Xie, Hao Dong, Haoqi Yuan, Hongcheng Wang, Penglin Cai, Zongqing Lu

arxiv:2303.16563 v2 · 2023-03-29 · 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{DMRLIEQTXE25BECUM3ALRDXPQI}

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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

11 papers in Pith

SkillTree: Explainable Skill-Based Deep Reinforcement Learning for Long-Horizon Control Tasks

EvolvingAgent: Curriculum Self-evolving Agent with Continual World Model for Long-Horizon Tasks

Reasoning with Language Model is Planning with World Model

KGLAMP: Knowledge Graph-guided Language model for Adaptive Multi-robot Planning and Replanning

Ghost in the Minecraft: Generally Capable Agents for Open-World Environments via Large Language Models with Text-based Knowledge and Memory

Receipt and verification

First computed	2026-07-05T07:19:44.195321Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1b22b41213b935d0905466c0b88eef820cd09f95fbeecd0931d9771d6818eedc

Aliases

arxiv: 2303.16563 · arxiv_version: 2303.16563v2 · doi: 10.48550/arxiv.2303.16563 · pith_short_12: DMRLIEQTXE25 · pith_short_16: DMRLIEQTXE25BECU · pith_short_8: DMRLIEQT

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/DMRLIEQTXE25BECUM3ALRDXPQI \
  | 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: 1b22b41213b935d0905466c0b88eef820cd09f95fbeecd0931d9771d6818eedc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "994fbafd69a3131701b529afa8c612312f3d7f527ea9edb2d31ee607e3e04346",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-03-29T09:45:50Z",
    "title_canon_sha256": "8f65e2cbdaea637b8d5ecf101ea2608af608dd8c9e0689588cd6c29222bb2ed4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.16563",
    "kind": "arxiv",
    "version": 2
  }
}