Methods

Iterative Monte Carlo Tree Search for Neural Architecture Search AutoML 2025 JARVIS-VLA: Post-Training Large-Scale Vision Language Models to Play Visual Games with Keyboards and Mouse ACL 2025 JaxRobotarium: Training and Deploying Multi-Robot Policies in 10 Minutes CoRL 2025 Joint Reward and Policy Learning with Demonstrations and Human Feedback Improves Alignment ICLR 2025 KEA: Keeping Exploration Alive by Proactively Coordinating Exploration Strategies ICML 2025 KERLQA: Knowledge-Enhanced Reinforcement Learning for Question Answering in Low-resource Languages IJCNLP 2025 KIPPO: Koopman-Inspired Proximal Policy Optimization IJCAI 2025 Knowledge Retention in Continual Model-Based Reinforcement Learning ICML 2025 KoopMotion: Learning Almost Divergence Free Koopman Flow Fields for Motion Planning CoRL 2025 L2M2: A Hierarchical Framework Integrating Large Language Model and Multi-agent Reinforcement Learning IJCAI 2025 Langevin Soft Actor-Critic: Efficient Exploration through Uncertainty-Driven Critic Learning ICLR 2025 LangTime: A Language-Guided Unified Model for Time Series Forecasting with Proximal Policy Optimization ICML 2025 Language Models as Implicit Tree Search ICML 2025 LARM: Large Auto-Regressive Model for Long-Horizon Embodied Intelligence ICML 2025 Latent Action Learning Requires Supervision in the Presence of Distractors ICML 2025 Latent Adaptive Planner for Dynamic Manipulation CoRL 2025 Latent Reward: LLM-Empowered Credit Assignment in Episodic Reinforcement Learning AAAI 2025 Latent Safety-Constrained Policy Approach for Safe Offline Reinforcement Learning ICLR 2025 Latent Theory of Mind: A Decentralized Diffusion Architecture for Cooperative Manipulation CoRL 2025 Layer-wise Alignment: Examining Safety Alignment Across Image Encoder Layers in Vision Language Models ICML 2025 LBI-FL: Low-Bit Integerized Federated Learning with Temporally Dynamic Bit-Width Allocation ICML 2025 Learn How to Query from Unlabeled Data Streams in Federated Learning AAAI 2025 Learning Adversarial MDPs with Stochastic Hard Constraints ICML 2025 Learning Dynamics under Environmental Constraints via Measurement-Induced Bundle Structures ICML 2025 Learning Efficient Robotic Garment Manipulation with Standardization ICML 2025