Pith Number

pith:EGQ62VH6

pith:2022:EGQ62VH6H45RVID6J33WPIZRKO

not attested not anchored not stored refs pending

What makes useful auxiliary tasks in reinforcement learning: investigating the effect of the target policy

Adam White, Banafsheh Rafiee, Jun Jin, Jun Luo

arxiv:2204.00565 v1 · 2022-04-01 · cs.AI · 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{EGQ62VH6H45RVID6J33WPIZRKO}

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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

Now You See That: Learning End-to-End Humanoid Locomotion from Raw Pixels

A Reward-Free Viewpoint on Multi-Objective Reinforcement Learning

Receipt and verification

First computed	2026-07-05T04:10:48.761822Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

21a1ed54fe3f3b1aa07e4ef767a3315392e621e182485bf271950fbf98385609

Aliases

arxiv: 2204.00565 · arxiv_version: 2204.00565v1 · doi: 10.48550/arxiv.2204.00565 · pith_short_12: EGQ62VH6H45R · pith_short_16: EGQ62VH6H45RVID6 · pith_short_8: EGQ62VH6

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/EGQ62VH6H45RVID6J33WPIZRKO \
  | 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: 21a1ed54fe3f3b1aa07e4ef767a3315392e621e182485bf271950fbf98385609

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9a6a30393bad71e6086a4fa261e375b59dd74aaab0b2fade751dea379cea2df3",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2022-04-01T16:47:21Z",
    "title_canon_sha256": "bc3ce7a883e94d3530d8cc9c0d3c19686cc709bd0deda6544b3eb2a4a7507d17"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.00565",
    "kind": "arxiv",
    "version": 1
  }
}