Deep RL

From Tabula Rasa to Emergent Abilities: Discovering Robot Skills via Real-World Unsupervised Quality-Diversity CoRL 2025 Full Network Capacity Framework for Sample-Efficient Deep Reinforcement Learning UAI 2025 Gain Tuning Is Not What You Need: Reward Gain Adaptation for Constrained Locomotion Learning RSS 2025 GAPO: Learning Preferential Prompt through Generative Adversarial Policy Optimization ACL 2025 GATES: Cost-aware Dynamic Workflow Scheduling via Graph Attention Networks and Evolution Strategy IJCAI 2025 Gazing at Rewards: Eye Movements as a Lens into Human and AI Decision-Making in Hybrid Visual Foraging CVPR 2025 GenAL: Generative Agent for Adaptive Learning AAAI 2025 Generating Questions Under Discussion with Reinforcement Learning using Ranking and Scoring for Reward and Evaluation IJCNLP 2025 Generation of Geodesics with Actor-Critic Reinforcement Learning to Predict Midpoints JMLR 2025 GenPlan: Generative Sequence Models as Adaptive Planners AAAI 2025 GENTEEL-NEGOTIATOR: LLM-Enhanced Mixture-of-Expert-Based Reinforcement Learning Approach for Polite Negotiation Dialogue AAAI 2025 GeoExplorer: Active Geo-localization with Curiosity-Driven Exploration ICCV 2025 GLAM: Global-Local Variation Awareness in Mamba-based World Model AAAI 2025 Gradient Boosting Reinforcement Learning ICML 2025 Gradient-Guided Credit Assignment and Joint Optimization for Dependency-Aware Spatial Crowdsourcing AAAI 2025 Gradual Transition from Bellman Optimality Operator to Bellman Operator in Online Reinforcement Learning ICML 2025 Grammar Reinforcement Learning: path and cycle counting in graphs with a Context-Free Grammar and Transformer approach ICLR 2025 Graph-Supported Dynamic Algorithm Configuration for Multi-Objective Combinatorial Optimization ICML 2025 GRPO-LEAD: A Difficulty-Aware Reinforcement Learning Approach for Concise Mathematical Reasoning in Language Models EMNLP 2025 GRSN: Gated Recurrent Spiking Neurons for POMDPs and MARL AAAI 2025 Guaranteeing Out-Of-Distribution Detection in Deep RL via Transition Estimation AAAI 2025 GUI-Bee: Align GUI Action Grounding to Novel Environments via Autonomous Exploration EMNLP 2025 Handling Delay in Real-Time Reinforcement Learning ICLR 2025 Hidden in Plain Text: Emergence & Mitigation of Steganographic Collusion in LLMs IJCNLP 2025 Hierarchical and Modular Network on Non-prehensile Manipulation in General Environments RSS 2025