Pith. sign in
Pith Number

pith:UWFKTFYM

pith:2025:UWFKTFYMKIPKPCUR2UUT5P37OB
not attested not anchored not stored refs pending

SABR: A Stable Adaptive Bitrate Framework Using Behavior Cloning Pretraining and Reinforcement Learning Fine-Tuning

Boon-Hee Soong, Bowen Zhang, Chau Yuen, Genke Yang, Pengcheng Luo, Yunyang Zhao

arxiv:2509.10486 v1 · 2025-08-30 · cs.NI · cs.AI · cs.LG · cs.MM

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{UWFKTFYMKIPKPCUR2UUT5P37OB}

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

2 papers in Pith

Receipt and verification
First computed 2026-07-05T12:11:21.724107Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

a58aa9970c521ea78a91d5293ebf7f704bf51189d013d757f2c785079e85db56

Aliases

arxiv: 2509.10486 · arxiv_version: 2509.10486v1 · doi: 10.48550/arxiv.2509.10486 · pith_short_12: UWFKTFYMKIPK · pith_short_16: UWFKTFYMKIPKPCUR · pith_short_8: UWFKTFYM
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/UWFKTFYMKIPKPCUR2UUT5P37OB \
  | 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: a58aa9970c521ea78a91d5293ebf7f704bf51189d013d757f2c785079e85db56
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d7f74c5b7928c6fd392b1c3cf8657eb5084d6254c8da028827dcf5435460da40",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.MM"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2025-08-30T05:32:45Z",
    "title_canon_sha256": "179ec03bbd867e50335fcf1f635f9cf8a30ce2c85b4574d76884d416e7ac114d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.10486",
    "kind": "arxiv",
    "version": 1
  }
}