value network

HARPO: Hierarchical Agentic Reasoning for User-Aligned Conversational Recommendation ACL 2026 LiteSearch: Efficient Tree Search with Dynamic Exploration Budget for Math Reasoning AAAI 2025 VinePPO: Refining Credit Assignment in RL Training of LLMs ICML 2025 Evidence of Learned Look-Ahead in a Chess-Playing Neural Network NeurIPS 2024 Fast and Knowledge-Free Deep Learning for General Game Playing (Student Abstract) AAAI 2024 LLM-Empowered State Representation for Reinforcement Learning ICML 2024 NondBREM: Nondeterministic Offline Reinforcement Learning for Large-Scale Order Dispatching AAAI 2024 Retrosynthetic Planning with Dual Value Networks ICML 2023 Left Heavy Tails and the Effectiveness of the Policy and Value Networks in DNN-based best-first search for Sokoban Planning NeurIPS 2022 Towards Sample Efficient Agents through Algorithmic Alignment (Student Abstract) AAAI 2021 Decoding with Value Networks for Neural Machine Translation NeurIPS 2017 Deep Reinforcement Learning-Based Image Captioning With Embedding Reward CVPR 2017