Deep RL

Enhancing Educational Dialogues: A Reinforcement Learning Approach for Generating AI Teacher Responses ACL 2023 Enhancing Language Model with Unit Test Techniques for Efficient Regular Expression Generation EMNLP 2023 Enhancing Network by Reinforcement Learning and Neural Confined Local Search IJCAI 2023 Ensemble-based Deep Reinforcement Learning for Vehicle Routing Problems under Distribution Shift NeurIPS 2023 Ensemble Reinforcement Learning in Continuous Spaces -- A Hierarchical Multi-Step Approach for Policy Training IJCAI 2023 Entropic Risk Optimization in Discounted MDPs AISTATS 2023 Environment Agnostic Representation for Visual Reinforcement Learning ICCV 2023 Equivariant Reinforcement Learning under Partial Observability CoRL 2023 ERL-Re$^2$: Efficient Evolutionary Reinforcement Learning with Shared State Representation and Individual Policy Representation ICLR 2023 EUCLID: Towards Efficient Unsupervised Reinforcement Learning with Multi-choice Dynamics Model ICLR 2023 Evaluating Model-Free Reinforcement Learning toward Safety-Critical Tasks AAAI 2023 Eventual Discounting Temporal Logic Counterfactual Experience Replay ICML 2023 EXCALIBUR: Encouraging and Evaluating Embodied Exploration CVPR 2023 Explaining Reinforcement Learning with Shapley Values ICML 2023 Exploration in Reward Machines with Low Regret AISTATS 2023 Exploration via Epistemic Value Estimation AAAI 2023 Exploration via Joint Policy Diversity for Sparse-Reward Multi-Agent Tasks IJCAI 2023 Explore to Generalize in Zero-Shot RL NeurIPS 2023 Extreme Q-Learning: MaxEnt RL without Entropy ICLR 2023 F2A2: Flexible Fully-decentralized Approximate Actor-critic for Cooperative Multi-agent Reinforcement Learning JMLR 2023 Facilitating Multi-turn Emotional Support Conversation with Positive Emotion Elicitation: A Reinforcement Learning Approach ACL 2023 Facing Off World Model Backbones: RNNs, Transformers, and S4 NeurIPS 2023 Factually Consistent Summarization via Reinforcement Learning with Textual Entailment Feedback ACL 2023 FanoutNet: A Neuralized PCB Fanout Automation Method Using Deep Reinforcement Learning AAAI 2023 Fast Bellman Updates for Wasserstein Distributionally Robust MDPs NeurIPS 2023