Asymptotes are an essential concept in calculus and algebra, representing lines that a function approaches but never quite reaches. They provide valuable information about the end behavior of a ...

The prefrontal cortex (PFC) provides 'top-down', higher-order guidance of thought, attention, behaviour and emotion, with dorsolateral regions regulating cognition, and ventromedial regions regulating ...

Abstract: Achieving distributed reinforcement learning (RL) for large-scale cooperative multiagent systems (MASs) is challenging because: 1) each agent has access to only limited information and 2) ...

Abstract: The quadratic Lyapunov function-based method for consensus analysis of discrete-time single-integrator multiagent systems (MASs) in general time-varying directed networks is not well ...

As blockchain technology matures, the industry faces a critical challenge: balancing transparency with privacy. Most public blockchains expose all transaction data, creating risks for enterprises and ...

When training with DeepSpeed ZeRO Stage 2 and optimizer offload to CPU, calling engine.backward(loss_) results in empty IPG buckets during gradient reduction (e.g., bucket.buffer: []). This leads to ...