reinforcement learning

Can Learned Optimization Make Reinforcement Learning Less Difficult? NeurIPS 2024 Can Small Language Models Help Large Language Models Reason Better?: LM-Guided Chain-of-Thought COLING 2024 CAR-Transformer: Cross-Attention Reinforcement Transformer for Cross-Lingual Summarization AAAI 2024 Carve3D: Improving Multi-view Reconstruction Consistency for Diffusion Models with RL Finetuning CVPR 2024 Cascading Reinforcement Learning ICLR 2024 Catastrophic Goodhart: regularizing RLHF with KL divergence does not mitigate heavy-tailed reward misspecification NeurIPS 2024 Causal Imitation for Markov Decision Processes: a Partial Identification Approach NeurIPS 2024 Causally Aligned Curriculum Learning ICLR 2024 CE-NAS: An End-to-End Carbon-Efficient Neural Architecture Search Framework NeurIPS 2024 C-GAIL: Stabilizing Generative Adversarial Imitation Learning with Control Theory NeurIPS 2024 Chain of Hindsight aligns Language Models with Feedback ICLR 2024 ChatScene: Knowledge-Enabled Safety-Critical Scenario Generation for Autonomous Vehicles CVPR 2024 ChatUIE: Exploring Chat-based Unified Information Extraction Using Large Language Models COLING 2024 CivRealm: A Learning and Reasoning Odyssey in Civilization for Decision-Making Agents ICLR 2024 CleanDiffuser: An Easy-to-use Modularized Library for Diffusion Models in Decision Making NeurIPS 2024 CLHA: A Simple Yet Effective Contrastive Learning Framework for Human Alignment COLING 2024 Closing the Gap between TD Learning and Supervised Learning - A Generalisation Point of View. ICLR 2024 Cloud-LoRa: Enabling Cloud Radio Access LoRa Networks Using Reinforcement Learning Based Bandwidth-Adaptive Compression NSDI 2024 ClutterGen: A Cluttered Scene Generator for Robot Learning CoRL 2024 Coevolving with the Other You: Fine-Tuning LLM with Sequential Cooperative Multi-Agent Reinforcement Learning NeurIPS 2024 Coffee-Gym: An Environment for Evaluating and Improving Natural Language Feedback on Erroneous Code EMNLP 2024 CoGen: Learning from Feedback with Coupled Comprehension and Generation EMNLP 2024 Combining Supervised Learning and Reinforcement Learning for Multi-Label Classification Tasks with Partial Labels ACL 2024 Compositional Automata Embeddings for Goal-Conditioned Reinforcement Learning NeurIPS 2024 Confronting Reward Model Overoptimization with Constrained RLHF ICLR 2024