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Simplest RL algorithm that matches GRPO in RLVR explained

Explore the reinforcement learning algorithm that achieves performance comparable to GRPO in RLVR with minimal complexity. Learn how it works, why it’s effective, and its practical applications in RL ...
GitHub

Revolutionizing Reinforcement Learning Framework for Diffusion Large Language Models

We propose TraceRL, a trajectory-aware reinforcement learning method for diffusion language models, which demonstrates the best performance among RL approaches for DLMs. We also introduce a ...
IEEE

Greedy Iterative Algorithm with Early Stopping and VLSI Implementation Strategy for Multiuser Detection

Abstract: Multiuser detection has received tremendous attention on the ramp-up of demands for efficient MUD techniques in modern communication systems, particularly in VLSI hardware-realization ...
GitHub

CCParser - Powerful Credit Card Parsing & Validation Library

CCParser is a robust and efficient Python library designed for seamless credit card parsing, validation, and formatting. It can extract card details from clean, delimited strings and messy real-world ...
IEEE

Cooperative Algorithms for Multi-Agent Multi-Armed Bandits: Integrating $\varepsilon$-Greedy Optimization

Abstract: The multi-armed bandit framework is a wellestablished learning paradigm that enables sequential decisionmaking under uncertainty. This framework has been widely applied in various domains, ...