Reinforcement Learning Hardware Accelerator using Cache-Based Memoization for Optimized Q-Table Selection

Author:

Mazaya Muhammad Sulthan1,Budi Eko Mursito1,Syafalni Infall2,Sutisna Nana2,Adiono Trio2

Affiliation:

1. Bandung Institute of Technology,Faculty of Industrial Technology,Indonesia

2. Bandung Institute of Technology,School of Electrical Engineering and Informatics,Indonesia

Publisher

IEEE

Reference17 articles.

1. Self-punishment and reward backfill for deep q-learning;Bonyadi,2023

2. Q-Learning in Continuous State and Action Spaces

3. Playing atari with deep reinforcement learning;Mnih,2013

4. Policy gradient fuzzy reinforcement learning

5. Provable benefits of actor-critic methods for offline reinforcement learning;Zanette,2021

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