Note: The CUDA version requires significant GPU memory for large problems. For a 64x64 gridworld (4096 states), approximately 1GB of GPU memory is needed. If you encounter "out of memory" errors, try ...
Thanks for sharing this awesome paper. I have one question on your work. In each graph, you have measured performance with respect to a policy iteration step. How is this defined? I am confused ...
ABSTRACT: Computed Tomography (CT) is widely used in medical diagnosis. Filtered Back Projection (FBP), a traditional analytical method, is commonly used in clinical CT to preserve high-frequency ...
TikTok will not shut down on Wednesday, as President Donald Trump inches nearer to closing a deal with China that will most likely see the app’s majority ownership shift to US owners and US-based ...
Abstract: In this paper, we introduce a method called Multiplayer Cascaded Policy Iteration (MCPI) for finding Nash equilibrium solutions to non-zero-sum (NZS) differential games. While policy ...
Large language models have made remarkable strides in natural language processing, yet they still encounter difficulties when addressing complex planning and reasoning tasks. Traditional methods often ...
When the Trump-era “Remain in Mexico” policy was enacted the first time around in 2019, Tijuana became a place of waiting. Migrant shelters were at capacity as asylum seekers from around the world ...
In this study, we developed an encrypted guaranteed-cost tracking control scheme for autonomous vehicles or robots (AVRs), by using the adaptive dynamic programming technique. To construct the ...
Abstract: In this article, a novel visionary policy iteration (VPI) framework is proposed to address the continuous-action reinforcement learning (RL) tasks. In VPI, a visionary Q-function is ...
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