Pith Number

pith:MMXD4PUQ

pith:2023:MMXD4PUQMQRMQA5RPM5M5S5XC5

not attested not anchored not stored refs pending

QMP: Q-switch Mixture of Policies for Multi-Task Behavior Sharing

Ayush Jain, Grace Zhang, Injune Hwang, Joseph J. Lim, Shao-Hua Sun

arxiv:2302.00671 v3 · 2023-02-01 · cs.LG · cs.AI · cs.RO

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MMXD4PUQMQRMQA5RPM5M5S5XC5}

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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

1 paper in Pith

Efficient Multi-Task Reinforcement Learning with Cross-Task Policy Guidance

Receipt and verification

First computed	2026-07-05T10:55:15.788763Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

632e3e3e906422c803b17b3acecbb71741b2a1b1a86939290a8dbd40a7f14163

Aliases

arxiv: 2302.00671 · arxiv_version: 2302.00671v3 · doi: 10.48550/arxiv.2302.00671 · pith_short_12: MMXD4PUQMQRM · pith_short_16: MMXD4PUQMQRMQA5R · pith_short_8: MMXD4PUQ

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/MMXD4PUQMQRMQA5RPM5M5S5XC5 \
  | 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: 632e3e3e906422c803b17b3acecbb71741b2a1b1a86939290a8dbd40a7f14163

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3ca3c82007a8571481681fcc7f77f1d0f9afdc2bf9cd7bb24cce3dfab6e029d7",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-01T18:58:20Z",
    "title_canon_sha256": "88fc4744af2e95f5f9058ad23208a375b2eb01ef8f2c7467b5623ef24d5a71b1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.00671",
    "kind": "arxiv",
    "version": 3
  }
}