Pith Number

pith:XCJPKNQB

pith:2020:XCJPKNQBNI5KWHHVAHTRMFHCXO

not attested not anchored not stored refs pending

Impact of Representation Learning in Linear Bandits

Jason D. Lee, Jiaqi Yang, Simon S. Du, Wei Hu

arxiv:2010.06531 v2 · 2020-10-13 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XCJPKNQBNI5KWHHVAHTRMFHCXO}

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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

2 papers in Pith

Provable Multi-Task Reinforcement Learning: A Representation Learning Framework with Low Rank Rewards

Multi-Task Representation Learning for Conservative Linear Bandits

Receipt and verification

First computed	2026-07-05T02:37:42.362693Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b892f536016a3aab1cf501e71614e2bb859203d80cd3b5da82f9be343824e288

Aliases

arxiv: 2010.06531 · arxiv_version: 2010.06531v2 · doi: 10.48550/arxiv.2010.06531 · pith_short_12: XCJPKNQBNI5K · pith_short_16: XCJPKNQBNI5KWHHV · pith_short_8: XCJPKNQB

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/XCJPKNQBNI5KWHHVAHTRMFHCXO \
  | 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: b892f536016a3aab1cf501e71614e2bb859203d80cd3b5da82f9be343824e288

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2dc1e17b89a318e655f189c36fc677b242e761c0664f686220ace7bc5403779a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-10-13T16:35:30Z",
    "title_canon_sha256": "32fd9f1bb9071c64fecc9df0134b210b93dffe0e97e24b399b891900d81a8f99"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.06531",
    "kind": "arxiv",
    "version": 2
  }
}