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README.md
joint-space-empowerment
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Model Details
| Framework | reinforcement-learning |
| License | mit |
| Signature Algorithm | ML-DSA-65 |
| Source | HuggingFace |
| HF Repo | jamesheald/joint-space-empowerment |
Intended Uses
This model is registered on the QuantaMrkt quantum-safe registry. This model has not yet been PQC-verified.
Quick Start
# Install the CLI pip install quantumshield # Pull the model quantumshield pull jamesheald/joint-space-empowerment # Verify file integrity quantumshield verify jamesheald/joint-space-empowerment
File Manifest
122 files · 11.6 GB · SHA3-256
| Name | SHA3-256 | Size |
|---|---|---|
| Adroit | -- | -- |
| BaodingBalls | -- | -- |
| seed_0 | -- | -- |
| a1007d376f7e0912...faf080db | 33.3 MB | |
| e463f3239bf59d86...873b4e72 | 16.4 KB | |
| seed_1 | -- | -- |
| 0a094fbc85350529...fc43fc4d | 33.3 MB | |
| e844e5932b02e984...288c2c39 | 16.4 KB | |
| seed_2 | -- | -- |
| d460512c050d3fd3...b661e082 | 33.3 MB | |
| eb7e8c4e8eb88bf0...46684b4d | 16.4 KB | |
| seed_3 | -- | -- |
| 91515cf4ec1cd896...c54a0097 | 33.3 MB | |
| 68ec28ac6b1f2654...01323aef | 16.4 KB | |
| seed_4 | -- | -- |
| b6c2bcc6b7c6448e...30492c5a | 33.3 MB | |
| 4332b7e0e06c76fc...f357dadb | 16.4 KB | |
| pending-verifica...fication | 681 B | |
| DieReorient | -- | -- |
| seed_0 | -- | -- |
| cf7d5e92196e3737...fb448a54 | 34.4 MB | |
| 493439ffa37823ae...45a1cfa9 | 19.8 KB | |
| seed_1 | -- | -- |
| 0f9df000ac5745aa...573ee5d5 | 34.5 MB | |
| d457e9525fdff193...651b1a4e | 19.8 KB | |
| seed_2 | -- | -- |
| c12384fc247ad00a...de22c4b5 | 34.4 MB | |
| 3af7eee3bd8836fd...7f2e85fd | 19.8 KB | |
| seed_3 | -- | -- |
| 780e444d6f667c94...c46e30aa | 34.4 MB | |
| be3fe63d7954835d...f0691df4 | 19.8 KB | |
| seed_4 | -- | -- |
| be7dcab3da888750...8d53f561 | 34.4 MB | |
| 6d359ce5f7935384...e8199a23 | 19.8 KB | |
| pending-verifica...fication | 1.2 KB | |
| KeyTurn | -- | -- |
| seed_0 | -- | -- |
| a8b2f417f66eb03b...227ee4dd | 34.0 MB | |
| 0c3250ad43dcf1ff...95ccc664 | 18.1 KB | |
| seed_1 | -- | -- |
| 42c894f7294e98b4...4d7affea | 34.0 MB | |
| cb4076600a7cb77d...018ad500 | 18.1 KB | |
| seed_2 | -- | -- |
| 71cf3eef63ed0d86...4e4d69d4 | 34.0 MB | |
| 8d5eaf5bc8810f1b...fe3a4421 | 18.1 KB | |
| seed_3 | -- | -- |
| 542800cb66761846...97731492 | 34.0 MB | |
| 89167557bf4cba41...d3e8a67d | 18.1 KB | |
| seed_4 | -- | -- |
| 8512b937979c82f2...efa61291 | 34.0 MB | |
| b36a4340ec119df4...cec0db8d | 18.1 KB | |
| pending-verifica...fication | 477 B | |
| PenTwirl | -- | -- |
| seed_0 | -- | -- |
| d474c5f15e6c37ec...e42e500f | 33.2 MB | |
| b098197bc80e9e26...c7fb1533 | 15.9 KB | |
| seed_1 | -- | -- |
| 99b82799ad072092...4e5fa10d | 33.2 MB | |
| accadef5e3255f9b...bea7f9cb | 15.9 KB | |
| seed_2 | -- | -- |
| 969656f1c7e701cb...b4498358 | 33.2 MB | |
| 273d904dd7b41d28...aa50ed9c | 15.9 KB | |
| seed_3 | -- | -- |
| 13e5600e525de277...031c58db | 33.2 MB | |
| c349421a2f1dbd50...ee3afa93 | 15.9 KB | |
| seed_4 | -- | -- |
| d1142351df948c0b...76e16fe6 | 33.2 MB | |
| 57f14242954d05b3...329fdf71 | 15.9 KB | |
| pending-verifica...fication | 522 B | |
| MyoHand | -- | -- |
| BaodingBalls | -- | -- |
| seed_0 | -- | -- |
| 404fa9364d58f26a...9adca067 | 34.8 MB | |
| 79a1c57057e10b6b...dacc7c45 | 22.9 KB | |
| seed_1 | -- | -- |
| 582c1a1ebf8fb449...3842a768 | 34.8 MB | |
| f540c87393197dec...9065856a | 22.9 KB | |
| seed_2 | -- | -- |
| 029e78da35c54fe6...59946a7f | 34.7 MB | |
| 5ce44d4f1148bc18...ce445fdd | 22.9 KB | |
| seed_4 | -- | -- |
| ac341a24ff69994f...335cbca2 | 34.7 MB | |
| 05eb4111e4951f01...4413c95e | 22.9 KB | |
| seed_5 | -- | -- |
| d90e65b104745a65...ac220e96 | 34.8 MB | |
| 22573dfc93be77c6...3999aa31 | 22.9 KB | |
| pending-verifica...fication | 652 B | |
| DieReorient | -- | -- |
| seed_0 | -- | -- |
| 88c636033a35183a...f28d3930 | 35.7 MB | |
| 033dfef314ebbcc3...2ba619a9 | 25.9 KB | |
| seed_1 | -- | -- |
| c3afe23e8607cb6e...baeab082 | 35.7 MB | |
| d64391cff4976781...3e83971d | 25.9 KB | |
| seed_2 | -- | -- |
| edb54c39ff79b022...003a342f | 35.7 MB | |
| 13005e536f36156e...382518a3 | 25.9 KB | |
| seed_4 | -- | -- |
| 1e829c287440c2ad...c4bdd33b | 35.7 MB | |
| 8305a423f63a773c...1746ea96 | 25.9 KB | |
| seed_5 | -- | -- |
| 9282911f2896b219...95f730dc | 35.7 MB | |
| 38a35259481ffc5a...379d15c9 | 25.9 KB | |
| pending-verifica...fication | 1.1 KB | |
| KeyTurn | -- | -- |
| seed_0 | -- | -- |
| d4742a67e43ae8e0...bf39854b | 35.3 MB | |
| 253bbd08e1050eb5...0706d896 | 24.2 KB | |
| seed_1 | -- | -- |
| 50886ca6276ff2b2...cc0b265f | 35.3 MB | |
| 386d076ca403c28e...8c52c318 | 24.2 KB | |
| seed_2 | -- | -- |
| 306d39e580ba699a...386d8dee | 35.3 MB | |
| ae83ae549a1c461f...199eecab | 24.2 KB | |
| seed_3 | -- | -- |
| 0a234a2ec774976a...9609315f | 35.3 MB | |
| ed04780a2cae379e...3b2fb308 | 24.2 KB | |
| seed_4 | -- | -- |
| ee46f6b5716304e9...3f81ea26 | 35.3 MB | |
| 092229ffe0edb628...9cc16357 | 24.2 KB | |
| pending-verifica...fication | 572 B | |
| PenTwirl | -- | -- |
| seed_0 | -- | -- |
| 8c43e12932c034a4...af7da09c | 34.6 MB | |
| f0b584ec8e74029f...51e41e99 | 22.3 KB | |
| seed_1 | -- | -- |
| aa9c72e5a311c9d8...0a015b6a | 34.6 MB | |
| d0d23dd24a209c4a...31495b5f | 22.3 KB | |
| seed_2 | -- | -- |
| f19c2e1353b4713f...7907744b | 34.6 MB | |
| 35321e40699b6215...dbb4573b | 22.3 KB | |
| seed_3 | -- | -- |
| 4fd521333fc2ee4d...cb3e522d | 34.6 MB | |
| a6de0ffe91225e0a...2d172377 | 22.3 KB | |
| seed_4 | -- | -- |
| 6589ab306bb10c18...fd93b304 | 34.6 MB | |
| 2f83ba43da13f365...5eb1148a | 22.3 KB | |
| pending-verifica...fication | 569 B | |
| Reorient100 | -- | -- |
| Pretraining_Play | -- | -- |
| seed_0 | -- | -- |
| 16855596cbf4b917...07d88a12 | 2.0 GB | |
| e27ccfcfe78a7fe3...0a6af38c | 44.1 KB | |
| seed_1 | -- | -- |
| 99d3c6f38b604e0d...46fe2546 | 2.0 GB | |
| 0464210ea1aee177...2eeb9251 | 44.1 KB | |
| seed_2 | -- | -- |
| 753d43a2a70f8417...846c2b4c | 2.0 GB | |
| 6f9d7ae4cf6a33b6...7e9ede0b | 44.1 KB | |
| seed_3 | -- | -- |
| d3bc1b5595c88424...02c51d57 | 2.0 GB | |
| 20a169dec62924e0...4a832e64 | 44.1 KB | |
| seed_4 | -- | -- |
| 26c6c08ecd7f7d80...60ebd332 | 2.0 GB | |
| 8f9efa814ad0f04f...48f7f6af | 44.1 KB | |
| Training | -- | -- |
| seed_0 | -- | -- |
| 4cdf4908039f1366...bb99e48c | 42.0 MB | |
| 9d46efabb550b91a...a1ac1208 | 44.1 KB | |
| seed_1 | -- | -- |
| 2a419ec0c90f27cd...c08de184 | 42.0 MB | |
| ad3fcf9b89ffbef9...2cd98d4a | 44.1 KB | |
| seed_2 | -- | -- |
| 880b0a7dc8c944c2...9b6b9ed0 | 42.0 MB | |
| 855d788f20b12cf6...3809371b | 44.1 KB | |
| seed_3 | -- | -- |
| c73b91c5dec34883...4453190e | 42.0 MB | |
| 3538903043105788...a7bdeeb7 | 44.1 KB | |
| seed_4 | -- | -- |
| 84aacfa57e18a2e9...59ef376e | 42.0 MB | |
| 561366608cc6a937...ca183a8f | 44.1 KB | |
| pending-verifica...fication | 598 B | |
| Reorient8-sparse | -- | -- |
| seed_0 | -- | -- |
| 97e6f2f6bd7d0983...309f86f4 | 41.7 MB | |
| 814a36f568f06809...d71f5bb4 | 44.1 KB | |
| seed_1 | -- | -- |
| e6bfc70eba85a3ab...a893ffc5 | 41.7 MB | |
| fff4d8b6d2f1e688...102fee70 | 44.1 KB | |
| seed_2 | -- | -- |
| 56347a20efeb7c80...eed35824 | 41.7 MB | |
| 9df3ebaf5ae1de81...0320901d | 44.1 KB | |
| seed_4 | -- | -- |
| 2740ef29d3712ca4...4d26fb29 | 41.7 MB | |
| 5752d7f1c2bc7ed8...455c5b82 | 44.1 KB | |
| seed_5 | -- | -- |
| b8d2af64b4abd97d...2cf04bdc | 41.7 MB | |
| 105c8fa815d3b45f...94510d75 | 44.1 KB | |
| pending-verifica...fication | 612 B | |
| pending-verifica...fication | 1.5 KB | |
| pending-verifica...fication | 2.6 KB |
Signature Chain
1
Registry ML-DSA-65 0 8/15/2026, 1:23:23 PM
Signer did:quantamrkt:registry:shield-v1
Show full signature
e5a439cb0e004fddd62f6b32c51256f5fc505906dbcd6f97a7bf70cb232496e3 HNDL Risk Assessment
60 / 100
Risk Level
HIGH
Quantum Shelf Life
10 years
PQC Status
Unverified
Sensitivity
reinforcement-learning
Quantum Safety Timeline
Now 10yr safe 15 years
Recommendation
Plan PQC migration within 6 months.
Transparency Log
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About
No description provided.
License
mit
Framework
reinforcement-learning
Created
2026-08-15
Downloads
6,844
Likes
0
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V1
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