Deep RL

Randomized Exploration in Cooperative Multi-Agent Reinforcement Learning NeurIPS 2024 Random Latent Exploration for Deep Reinforcement Learning ICML 2024 RA-PbRL: Provably Efficient Risk-Aware Preference-Based Reinforcement Learning NeurIPS 2024 Real-Time Recurrent Learning using Trace Units in Reinforcement Learning NeurIPS 2024 Real-world fluid directed rigid body control via deep reinforcement learning L4DC 2024 Reasoning with Latent Diffusion in Offline Reinforcement Learning ICLR 2024 REBEL: Reinforcement Learning via Regressing Relative Rewards NeurIPS 2024 REBORN: Reinforcement-Learned Boundary Segmentation with Iterative Training for Unsupervised ASR NeurIPS 2024 Recent Advancements in Inverse Reinforcement Learning AAAI 2024 Reconciling Reality through Simulation: A Real-To-Sim-to-Real Approach for Robust Manipulation RSS 2024 Reconciling Spatial and Temporal Abstractions for Goal Representation ICLR 2024 ReCoRe: Regularized Contrastive Representation Learning of World Model CVPR 2024 Recurrent Reinforcement Learning with Memoroids NeurIPS 2024 Refined Sample Complexity for Markov Games with Independent Linear Function Approximation (Extended Abstract) COLT 2024 Reflect-RL: Two-Player Online RL Fine-Tuning for LMs ACL 2024 ReFT: Reasoning with Reinforced Fine-Tuning ACL 2024 Regret Bounds for Risk-sensitive Reinforcement Learning with Lipschitz Dynamic Risk Measures AISTATS 2024 Regularized Q-Learning NeurIPS 2024 Regularizing Hidden States Enables Learning Generalizable Reward Model for LLMs NeurIPS 2024 Reinforced Adaptive Knowledge Learning for Multimodal Fake News Detection AAAI 2024 Reinforced Multiple Instance Selection for Speaker Attribute Prediction NAACL 2024 Reinforcement Learning and Data-Generation for Syntax-Guided Synthesis AAAI 2024 Reinforcement Learning as a Parsimonious Alternative to Prediction Cascades: A Case Study on Image Segmentation AAAI 2024 Reinforcement Learning based Data Augmentation for Noise Robust Speech Emotion Recognition Interspeech 2024 Reinforcement Learning for Athletic Intelligence: Lessons from the 1st “AI Olympics with RealAIGym” Competition IJCAI 2024