Deep RL

Modular Deep Reinforcement Learning for Multi-Workload Offloading in Edge Networks IJCAI 2025 MONA: Myopic Optimization with Non-myopic Approval Can Mitigate Multi-step Reward Hacking ICML 2025 MrSteve: Instruction-Following Agents in Minecraft with What-Where-When Memory ICLR 2025 Multi-fingered Hand Grasps with Visuo-Tactile Fusion via Multi-Agent Deep Reinforcement Learning AAAI 2025 Multi-granularity Knowledge Transfer for Continual Reinforcement Learning IJCAI 2025 Multi-level Advantage Credit Assignment for Cooperative Multi-Agent Reinforcement Learning AISTATS 2025 Multi-Loco: Unifying Multi-Embodiment Legged Locomotion via Reinforcement Learning Augmented Diffusion CoRL 2025 Multi-Session Budget Optimization for Forward Auction-based Federated Learning ICML 2025 NAT: Enhancing Agent Tuning with Negative Samples NAACL 2025 NavQ: Learning a Q-Model for Foresighted Vision-and-Language Navigation ICCV 2025 Network Sparsity Unlocks the Scaling Potential of Deep Reinforcement Learning ICML 2025 Neural Motion Simulator Pushing the Limit of World Models in Reinforcement Learning CVPR 2025 Neurosymbolic Reinforcement Learning: Playing MiniHack with Probabilistic Logic Shields AAAI 2025 NL2Lean: Translating Natural Language into Lean 4 through Multi-Aspect Reinforcement Learning EMNLP 2025 Noise-Resilient Symbolic Regression with Dynamic Gating Reinforcement Learning AAAI 2025 Novelty-Guided Data Reuse for Efficient and Diversified Multi-Agent Reinforcement Learning AAAI 2025 Null Counterfactual Factor Interactions for Goal-Conditioned Reinforcement Learning ICLR 2025 OGBench: Benchmarking Offline Goal-Conditioned RL ICLR 2025 Omni-Angle Assault: An Invisible and Powerful Physical Adversarial Attack on Face Recognition ICML 2025 One Encoder to Rule them All: Representation Learning for Model-free Visual Reinforcement Learning using Fourier Neural Operators ICCV 2025 One Missing Piece for Open-Source Reasoning Models: A Dataset to Mitigate Cold-Starting Short CoT LLMs in RL ACL 2025 Online Pre-Training for Offline-to-Online Reinforcement Learning ICML 2025 On the Effects of Fine-tuning Language Models for Text-Based Reinforcement Learning COLING 2025 On the Robustness of Reward Models for Language Model Alignment ICML 2025 OpenWebVoyager: Building Multimodal Web Agents via Iterative Real-World Exploration, Feedback and Optimization ACL 2025