conftrace_

reinforcement learning

4352 papers

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Also known as

RL REINFORCE

Co-occurring keywords

large language model (13587) policy learning (702) markov decision process (790) policy optimization (657) policy gradient (520) deep reinforcement learning (903) multi-agent system (1819) imitation learning (744) regret bound (1926) language model (4599)

Papers

DecEx-RAG: Boosting Agentic Retrieval-Augmented Generation with Decision and Execution Optimization via Process Supervision EMNLP 2025

VEHME: A Vision-Language Model For Evaluating Handwritten Mathematics Expressions EMNLP 2025

Dialogue Systems for Emotional Support via Value Reinforcement ACL 2025

RAVEN++: Pinpointing Fine-Grained Violations in Advertisement Videos with Active Reinforcement Reasoning EMNLP 2025

Video-RTS: Rethinking Reinforcement Learning and Test-Time Scaling for Efficient and Enhanced Video Reasoning EMNLP 2025

Mutual-Taught for Co-adapting Policy and Reward Models ACL 2025

Prior Prompt Engineering for Reinforcement Fine-Tuning EMNLP 2025

Mapping Smarter, Not Harder: A Test-Time Reinforcement Learning Agent That Improve Without Labels or Model Updates EMNLP 2025

Enhancing Study-Level Inference from Clinical Trial Papers via Reinforcement Learning-Based Numeric Reasoning EMNLP 2025

Breaking the Self-Evaluation Barrier: Reinforced Neuro-Symbolic Planning with Large Language Models IJCAI 2025

NL2Lean: Translating Natural Language into Lean 4 through Multi-Aspect Reinforcement Learning EMNLP 2025

VLP: Vision-Language Preference Learning for Embodied Manipulation EMNLP 2025

ERFSL: An Efficient Reward Function Searcher via Large Language Models for Custom-Environment Multi-Objective Reinforcement Learning (Student Abstract) AAAI 2025

Playpen: An Environment for Exploring Learning From Dialogue Game Feedback EMNLP 2025

Token-level Proximal Policy Optimization for Query Generation EMNLP 2025

Auto-Weighted Group Relative Preference Optimization for Multi-Objective Text Generation Tasks EMNLP 2025

SPPD: Self-training with Process Preference Learning Using Dynamic Value Margin EMNLP 2025

Graph-R1: Incentivizing the Zero-Shot Graph Learning Capability in LLMs via Explicit Reasoning EMNLP 2025

BacktrackAgent: Enhancing GUI Agent with Error Detection and Backtracking Mechanism EMNLP 2025

Table-R1: Inference-Time Scaling for Table Reasoning Tasks EMNLP 2025

HOMIE: Humanoid Loco-Manipulation with Isomorphic Exoskeleton Cockpit RSS 2025

Search Wisely: Mitigating Sub-optimal Agentic Searches By Reducing Uncertainty EMNLP 2025

Aligning Dialogue Agents with Global Feedback via Large Language Model Multimodal Reward Decomposition EMNLP 2025

Reinforcement Learning for Large Language Models via Group Preference Reward Shaping EMNLP 2025

Optimus-2: Multimodal Minecraft Agent with Goal-Observation-Action Conditioned Policy CVPR 2025