Pith Number

pith:4KAI5ADK

pith:2016:4KAI5ADKR7RBPM4PFRRCEDEB3W

not attested not anchored not stored refs pending

Reinforcement Learning with Unsupervised Auxiliary Tasks

David Silver, Joel Z Leibo, Koray Kavukcuoglu, Max Jaderberg, Tom Schaul, Volodymyr Mnih, Wojciech Marian Czarnecki

arxiv:1611.05397 v1 · 2016-11-16 · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4KAI5ADKR7RBPM4PFRRCEDEB3W}

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

13 papers in Pith

Continual Reinforcement Learning with Diversity Exploration and Adversarial Self-Correction

Shaping Belief States with Generative Environment Models for RL

Learning Belief Representations for Imitation Learning in POMDPs

Supervise Thyself: Examining Self-Supervised Representations in Interactive Environments

Goal-Conditioned Agents that Learn Everything All at Once

Receipt and verification

First computed	2026-05-18T00:58:27.200013Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e2808e806a8fe217b38f2c62220c81dd85a00a44fa9b96bae8870c11ca961def

Aliases

arxiv: 1611.05397 · arxiv_version: 1611.05397v1 · doi: 10.48550/arxiv.1611.05397 · pith_short_12: 4KAI5ADKR7RB · pith_short_16: 4KAI5ADKR7RBPM4P · pith_short_8: 4KAI5ADK

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/4KAI5ADKR7RBPM4PFRRCEDEB3W \
  | 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: e2808e806a8fe217b38f2c62220c81dd85a00a44fa9b96bae8870c11ca961def

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "01b0ca783d40f6e65b291f689034fc545882796f3f289e089142fdd63022f020",
    "cross_cats_sorted": [
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2016-11-16T18:21:29Z",
    "title_canon_sha256": "87229cfef734bbdf23312fb0c8f8fd7b60bb64ae89b3435d0b42cde749fea964"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1611.05397",
    "kind": "arxiv",
    "version": 1
  }
}