reinforcement learning

Discovering Temporally-Aware Reinforcement Learning Algorithms ICLR 2024 DISCRET: Synthesizing Faithful Explanations For Treatment Effect Estimation ICML 2024 Disentangling Length from Quality in Direct Preference Optimization ACL 2024 Distributionally Robust Off-Dynamics Reinforcement Learning: Provable Efficiency with Linear Function Approximation AISTATS 2024 Distributionally Robust Reinforcement Learning with Interactive Data Collection: Fundamental Hardness and Near-Optimal Algorithms NeurIPS 2024 Distributional Off-Policy Evaluation for Slate Recommendations AAAI 2024 DittoGym: Learning to Control Soft Shape-Shifting Robots ICLR 2024 Diversity Is Not All You Need: Training A Robust Cooperative Agent Needs Specialist Partners NeurIPS 2024 DMoERM: Recipes of Mixture-of-Experts for Effective Reward Modeling ACL 2024 Do LLMs Build World Representations? Probing Through the Lens of State Abstraction NeurIPS 2024 Domain Randomization via Entropy Maximization ICLR 2024 Don’t Forget Your Reward Values: Language Model Alignment via Value-based Calibration EMNLP 2024 Do's and Don'ts: Learning Desirable Skills with Instruction Videos NeurIPS 2024 DPN: Decoupling Partition and Navigation for Neural Solvers of Min-max Vehicle Routing Problems ICML 2024 DRESS: Instructing Large Vision-Language Models to Align and Interact with Humans via Natural Language Feedback CVPR 2024 Dual RL: Unification and New Methods for Reinforcement and Imitation Learning ICLR 2024 Duolando: Follower GPT with Off-Policy Reinforcement Learning for Dance Accompaniment ICLR 2024 Dynamic Knowledge Injection for AIXI Agents AAAI 2024 Dynamic Layer Tying for Parameter-Efficient Transformers ICLR 2024 Dynamic Multi-Reward Weighting for Multi-Style Controllable Generation EMNLP 2024 Dynamic Neighborhood Construction for Structured Large Discrete Action Spaces ICLR 2024 Dynamic Policy-Driven Adaptive Multi-Instance Learning for Whole Slide Image Classification CVPR 2024 Dynamic Prompt Optimizing for Text-to-Image Generation CVPR 2024 Dynamics of Supervised and Reinforcement Learning in the Non-Linear Perceptron NeurIPS 2024 E2CL: Exploration-based Error Correction Learning for Embodied Agents EMNLP 2024