🏢 University of Pittsburgh
Nesterov acceleration despite very noisy gradients
·2415 words·12 mins·
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AI Generated
AI Theory
Optimization
🏢 University of Pittsburgh
AGNES, a novel accelerated gradient descent algorithm, achieves accelerated convergence even with very noisy gradients, significantly improving training efficiency for machine learning models.
Language Grounded Multi-agent Reinforcement Learning with Human-interpretable Communication
·2019 words·10 mins·
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Natural Language Processing
Human-AI Interaction
🏢 University of Pittsburgh
LangGround: MARL agents learn human-interpretable communication via LLM-grounded training, enabling effective human-agent collaboration.