Pith Number

pith:RC2WTUFA

pith:2023:RC2WTUFAOJWLLL6SUJCNFIB62D

not attested not anchored not stored refs pending

Improving Offline-to-Online Reinforcement Learning with Q Conditioned State Entropy Exploration

Donglin Wang, Jinxin Liu, Xiao Xiong, Zifeng Zhuang, Ziqi Zhang

arxiv:2310.19805 v4 · 2023-10-07 · 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{RC2WTUFAOJWLLL6SUJCNFIB62D}

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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

1 paper in Pith

Efficient Online RL Fine Tuning with Offline Pre-trained Policy Only

Receipt and verification

First computed	2026-07-05T08:23:57.206129Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

88b569d0a0726cb5afd2a244d2a03ed0cff560682e8a0bb9db49badcf9bab79f

Aliases

arxiv: 2310.19805 · arxiv_version: 2310.19805v4 · doi: 10.48550/arxiv.2310.19805 · pith_short_12: RC2WTUFAOJWL · pith_short_16: RC2WTUFAOJWLLL6S · pith_short_8: RC2WTUFA

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/RC2WTUFAOJWLLL6SUJCNFIB62D \
  | 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: 88b569d0a0726cb5afd2a244d2a03ed0cff560682e8a0bb9db49badcf9bab79f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "997ad9f8f3eebca9803e4abfe404fbbe1f96bf65fe18afb375d00c37c2bf72ca",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-07T00:02:05Z",
    "title_canon_sha256": "95fa177498228354da6356422aeefad07f67b9a88b79867e699e244483cb1d1a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.19805",
    "kind": "arxiv",
    "version": 4
  }
}