QForce-RL: Quantized FPGA-Optimized Reinforcement Learning Compute Engine

arXiv:2506.07046 · cs.AR, cs.CV, cs.RO, eess.IV · Submitted 2025-06-08 · Read on arXiv

cs.AR, cs.CV, cs.RO, eess.IV

Submitted: 2025-06-08

Updated: 2025-06-08

Terminology

• Quantization — 2× in this paper · explained in 15 episodes
• Reinforcement Learning — 2× in this paper · explained in 4 episodes
• Energy Efficiency — 1× in this paper · explained in 3 episodes
• Reinforcement Learning (RL) — 1× in this paper · explained in 25 episodes

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