q-learning

Demonstration Selection for In-Context Learning via Reinforcement Learning ICML 2025 Gap-Dependent Bounds for Q-Learning using Reference-Advantage Decomposition ICLR 2025 Linear Q-Learning Does Not Diverge in L^2: Convergence Rates to a Bounded Set ICML 2025 Merging and Disentangling Views in Visual Reinforcement Learning for Robotic Manipulation CoRL 2025 Optimistic Q-learning for average reward and episodic reinforcement learning extended abstract COLT 2025 Safety-Polarized and Prioritized Reinforcement Learning ICML 2025 Federated Offline Reinforcement Learning: Collaborative Single-Policy Coverage Suffices ICML 2024 Neural-Kernel Conditional Mean Embeddings ICML 2024 Regularized Q-learning through Robust Averaging ICML 2024 Equivariant Q Learning in Spatial Action Spaces CoRL 2021 Stabilizing Q Learning Via Soft Mellowmax Operator AAAI 2021 Can Temporal-Difference and Q-Learning Learn Representation? A Mean-Field Theory NeurIPS 2020 Learning to Learn From Noisy Web Videos CVPR 2017 Speedy Q-Learning NeurIPS 2011 Double Q-learning NeurIPS 2010 Temporal Difference Updating without a Learning Rate NeurIPS 2007