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

MaFeRw: Query Rewriting with Multi-Aspect Feedbacks for Retrieval-Augmented Large Language Models AAAI 2025

Parrot: A Training Pipeline Enhances Both Program CoT and Natural Language CoT for Reasoning EMNLP 2025

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

Tag-Instruct: Controlled Instruction Complexity Enhancement through Structure-based Augmentation ACL 2025

LLM Stinger: Jailbreaking LLMs Using RL Fine-Tuned LLMs (Student Abstract) AAAI 2025

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

BindGPT: A Scalable Framework for 3D Molecular Design via Language Modeling and Reinforcement Learning AAAI 2025

Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems AAAI 2025

In-Context Policy Adaptation via Cross-Domain Skill Diffusion AAAI 2025

UniGraspTransformer: Simplified Policy Distillation for Scalable Dexterous Robotic Grasping CVPR 2025

TokenHSI: Unified Synthesis of Physical Human-Scene Interactions through Task Tokenization CVPR 2025

Multi-Edge Reinforced Collaborative Data Acquisition for Continuous Video Analytics by Prioritizing Quality over Quantity AAAI 2025

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

IntentionFrame: A Semi-Structured, Multi-Aspect Framework for Fine-Grained Conversational Intention Understanding EMNLP 2025

Self-Correcting Code Generation Using Small Language Models EMNLP 2025

Can LLMs Clarify? Investigation and Enhancement of Large Language Models on Argument Claim Optimization COLING 2025

PIRsuader: A Persuasive Chatbot for Mitigating Psychological Insulin Resistance in Type-2 Diabetic Patients COLING 2025

Tra-MoE: Learning Trajectory Prediction Model from Multiple Domains for Adaptive Policy Conditioning CVPR 2025

Large Language Models with Reinforcement Learning from Human Feedback Approach for Enhancing Explainable Sexism Detection COLING 2025

Revisiting Early Detection of Sexual Predators via Turn-level Optimization NAACL 2025

NAT: Enhancing Agent Tuning with Negative Samples NAACL 2025

ReAL: How Can LLMs Simulate the Real Teacher? Retrieval-enhanced Agent for Adaptive Learning EMNLP 2025

RaSS: Improving Denoising Diffusion Samplers with Reinforced Active Sampling Scheduler CVPR 2025

SegAgent: Exploring Pixel Understanding Capabilities in MLLMs by Imitating Human Annotator Trajectories CVPR 2025

Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning CVPR 2025