Pith Number

pith:MNP4IEIF

pith:2023:MNP4IEIFGKLPEGVN4BLIUGTS6B

not attested not anchored not stored refs pending

Mind the Model, Not the Agent: The Primacy Bias in Model-based RL

Jiafei Lyu, Xiu Li, Zhongjian Qiao

arxiv:2310.15017 v3 · 2023-10-23 · 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{MNP4IEIFGKLPEGVN4BLIUGTS6B}

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

A Forget-and-Grow Strategy for Deep Reinforcement Learning Scaling in Continuous Control

Receipt and verification

First computed	2026-07-05T08:56:14.745815Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

635fc411053296f21aade0568a1a72f06b7e9d1f987c0fb9e8928e2831869bef

Aliases

arxiv: 2310.15017 · arxiv_version: 2310.15017v3 · doi: 10.48550/arxiv.2310.15017 · pith_short_12: MNP4IEIFGKLP · pith_short_16: MNP4IEIFGKLPEGVN · pith_short_8: MNP4IEIF

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/MNP4IEIFGKLPEGVN4BLIUGTS6B \
  | 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: 635fc411053296f21aade0568a1a72f06b7e9d1f987c0fb9e8928e2831869bef

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1beb2ad996e539a72d266d078050935a68a5dc0e2b50ebf4ce52a57fdd5f2e0c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-23T15:12:20Z",
    "title_canon_sha256": "2a4e8c032a813f5a55eaa31c6764306567e70e344a7b0939ed45811437399ebf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.15017",
    "kind": "arxiv",
    "version": 3
  }
}