Tag: adversarial reinforcement learning
Browse our exclusive articles!
Online Statistical Inference for Sample-Averaged Q-Learning
Discover a novel framework enhancing Q-learning with online statistical inference for improved stability and confidence in AI decision-making.
Mitigating LLM Deception with Stability Asymmetry
Discover how Stability Asymmetry Regularization (SAR) helps reduce deception in Large Language Models by balancing reasoning stability and response variabi...
PiCSRL: Physics-Informed Spectral Reinforcement Learning
Discover PiCSRL, a physics-informed RL method improving adaptive sensing in high-dimensional environmental data with superior accuracy and scalability.
Optimizing Visual Demonstration Selection for MLLMs
Discover how Learning to Select Demonstrations (LSD) improves visual in-context learning in MLLMs, outperforming kNN in complex regression tasks.
Energy-Efficient Control for Hybrid Robots on Stairs
Discover how reinforcement learning enables hybrid robots to navigate stairs with 38% less energy, improving efficiency in complex terrains.