Pith Number

pith:GOCB52UY

pith:2024:GOCB52UYT7DLFSUVCUDKVBRXUK

not attested not anchored not stored refs pending

MaxInfoRL: Boosting exploration in reinforcement learning through information gain maximization

Andreas Krause, Bhavya Sukhija, Carmelo Sferrazza, Pieter Abbeel, Stelian Coros

arxiv:2412.12098 v2 · 2024-12-16 · cs.LG · cs.AI · cs.RO

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

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\usepackage{pith}
\pithnumber{GOCB52UYT7DLFSUVCUDKVBRXUK}

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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

3 papers in Pith

UBP2: Uncertainty-Balanced Preference Planning for Efficient Preference-based Reinforcement Learning

Belief-Aware Scheduling for Predictive Wildfire Hazard Mapping under Sparse-Window Telemetry

ModalImmune: Immunity Driven Unlearning via Self Destructive Training

Receipt and verification

First computed	2026-07-05T11:46:20.596806Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

33841eea989fc6b2ca951506aa8637a2a1e8703e766c5dba77928c36743a7d68

Aliases

arxiv: 2412.12098 · arxiv_version: 2412.12098v2 · doi: 10.48550/arxiv.2412.12098 · pith_short_12: GOCB52UYT7DL · pith_short_16: GOCB52UYT7DLFSUV · pith_short_8: GOCB52UY

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/GOCB52UYT7DLFSUVCUDKVBRXUK \
  | 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: 33841eea989fc6b2ca951506aa8637a2a1e8703e766c5dba77928c36743a7d68

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "804efead5a04e37afe8a85bbd8dcef23b8a0758361dfb896465322494a469d66",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-16T18:59:53Z",
    "title_canon_sha256": "cb6c48a62d32b13db62d6e7d85cc296f0ce3033609582be057d397103eea94c6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.12098",
    "kind": "arxiv",
    "version": 2
  }
}