conftrace_

value function

295 papers

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Also known as

V FUNCTION

Co-occurring keywords

reinforcement learning (4352) deep reinforcement learning (903) policy optimization (657) markov decision process (790) offline reinforcement learning (492) temporal difference learning (149) sample efficiency (472) function approximation (319) off-policy learning (228) model-based reinforcement learning (415)

Papers

Evolutionary Guided Decoding: Iterative Value Refinement for LLMs ACL 2026
Scalable Synthesis of Formally Verified Neural Value Function for Hamilton-Jacobi Reachability Analysis (Abstract Reprint) AAAI 2026
Optimally Solving Simultaneous-Move Dec-POMDPs: The Sequential Central Planning Approach AAAI 2025
Statistical field theory for Markov decision processes under uncertainty JMLR 2025
Bootstrapped Reward Shaping AAAI 2025
Should I Trust You? Detecting Deception in Negotiations using Counterfactual RL ACL 2025
Concurrent Planning and Execution Using Dispatch-Dependent Values IJCAI 2025
Offline Reinforcement Learning for LLM Multi-step Reasoning ACL 2025
Erasing Undesirable Influence in Diffusion Models CVPR 2025
Behaviour Preference Regression for Offline Reinforcement Learning AAAI 2025
Discerning Temporal Difference Learning AAAI 2024
Parameterized Projected Bellman Operator AAAI 2024
Symmetric Q-learning: Reducing Skewness of Bellman Error in Online Reinforcement Learning AAAI 2024
A Perspective of Q-value Estimation on Offline-to-Online Reinforcement Learning AAAI 2024
Occupancy-based Policy Gradient: Estimation, Convergence, and Optimality NIPS 2024
Inverse Factorized Soft Q-Learning for Cooperative Multi-agent Imitation Learning NIPS 2024
Offline Reinforcement Learning with OOD State Correction and OOD Action Suppression NIPS 2024
CACTO-SL: Using Sobolev learning to improve continuous actor-critic with trajectory optimization L4DC 2024
Aligning Large Language Models with Representation Editing: A Control Perspective NIPS 2024
Coordination of Emergent Demand Changes via Value-Based Negotiation for Supply Chain Management (Student Abstract) AAAI 2024
Reinforcement Learning Gradients as Vitamin for Online Finetuning Decision Transformers NIPS 2024
A Cubic-regularized Policy Newton Algorithm for Reinforcement Learning AISTATS 2024
Critic-Guided Decision Transformer for Offline Reinforcement Learning AAAI 2024
Fusing Individualized Treatment Rules Using Secondary Outcomes AISTATS 2024
Contextual Multinomial Logit Bandits with General Value Functions NIPS 2024