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value function

367 papers

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Also known as

V FUNCTION

Co-occurring keywords · papers mentioning both

reinforcement learning (122) deep reinforcement learning (46) offline reinforcement learning (41) policy optimization (37) temporal difference learning (36) markov decision process (36) sample efficiency (29) model-based reinforcement learning (28) policy learning (23) off-policy learning (22)

Papers

Diffusion Spectral Representation for Reinforcement Learning NeurIPS 2024 Discerning Temporal Difference Learning AAAI 2024 Exclusively Penalized Q-learning for Offline Reinforcement Learning NeurIPS 2024 Fast Value Tracking for Deep Reinforcement Learning ICLR 2024 Fusing Individualized Treatment Rules Using Secondary Outcomes AISTATS 2024 Generalizable Policy Improvement via Reinforcement Sampling (Student Abstract) AAAI 2024 Harnessing Density Ratios for Online Reinforcement Learning ICLR 2024 Inference for Optimal Linear Treatment Regimes in Personalized Decision-making UAI 2024 Inference-Time Language Model Alignment via Integrated Value Guidance EMNLP 2024 Inverse Factorized Soft Q-Learning for Cooperative Multi-agent Imitation Learning NeurIPS 2024 Is Value Learning Really the Main Bottleneck in Offline RL? NeurIPS 2024 Keypoint-based Progressive Chain-of-Thought Distillation for LLMs ICML 2024 Language Agent Tree Search Unifies Reasoning, Acting, and Planning in Language Models ICML 2024 Learning Generalized Linear Programming Value Functions NeurIPS 2024 Learning the Target Network in Function Space ICML 2024 Learning to Solve Bilevel Programs with Binary Tender ICLR 2024 Logic-Skill Programming: An Optimization-based Approach to Sequential Skill Planning RSS 2024 Neur2BiLO: Neural Bilevel Optimization NeurIPS 2024 Occupancy-based Policy Gradient: Estimation, Convergence, and Optimality NeurIPS 2024 Offline Reinforcement Learning with OOD State Correction and OOD Action Suppression NeurIPS 2024 Parameterized Projected Bellman Operator AAAI 2024 Physics-Informed Representation and Learning: Control and Risk Quantification AAAI 2024 Reinforcement Learning Gradients as Vitamin for Online Finetuning Decision Transformers NeurIPS 2024 Robust Offline Reinforcement Learning with Heavy-Tailed Rewards AISTATS 2024 Steering Your Generalists: Improving Robotic Foundation Models via Value Guidance CoRL 2024