conftrace_

reward shaping

110 papers

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Also known as

RS

Co-occurring keywords

reinforcement learning (4352) sparse reward (141) policy optimization (657) large language model (13587) deep reinforcement learning (903) reward function (291) text generation (2913) multi-agent reinforcement learning (538) intrinsic reward (71) language model (4599)

Papers

FDC-Ground: Improving GRPO for GUI Grounding via Exponential Rewards and Fact-Aligned Pruning AAAI 2026
Learning to Compress Graphs via Dual Agents for Consistent Topological Robustness Evaluation AAAI 2026
From Competition to Synergy: Unlocking Reinforcement Learning for Subject-Driven Image Generation ACL 2026
LEASH: Adaptive Length Penalty and Reward Shaping for Efficient Large Reasoning Model ACL 2026
Benchmarking Reinforcement Learning Algorithms for ICU Ventilator Settings: An Interpretable and Probabilistic Patient Environment for Doctor Agents AAAI 2026
Hybrid PPO–DQN for Multi-Objective Adaptive Cruise Control in Eco-Driving: Reward Shaping Toward Safety and Sustainability (Student Abstract) AAAI 2026
Expressive Temporal Specifications for Reward Monitoring AAAI 2026
MARS2: Scaling Multi-Agent Tree Search via Reinforcement Learning for Code Generation ACL 2026
Stability-Aware Reinforcement Learning for Robust Class Integration Test Order Generation AAAI 2026
DeepOR: A Deep Reasoning Foundation Model for Optimization Modeling AAAI 2026
ReRec: Reasoning-Augmented LLM-based Recommendation Assistant via Reinforcement Fine-tuning ACL 2026
VQ-Insight: Teaching VLMs for AI-Generated Video Quality Understanding via Progressive Visual Reinforcement Learning AAAI 2026
AdvancedIF: Rubric-Based Benchmarking and Reinforcement Learning for Advancing LLM Instruction Following ACL 2026
MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation ACL 2026
VORTEX: Aligning Task Utility and Human Preferences Through LLM-Guided Reward Shaping AAAI 2026
Bootstrapped Reward Shaping AAAI 2025
Enhancing AMR Parsing with Group Relative Policy Optimization ACL 2025
Vision-Based Generic Potential Function for Policy Alignment in Multi-Agent Reinforcement Learning AAAI 2025
Embedding Domain Knowledge for Large Language Models via Reinforcement Learning from Augmented Generation EMNLP 2025
SeqPO-SiMT: Sequential Policy Optimization for Simultaneous Machine Translation ACL 2025
Reinforcement Learning for Large Language Models via Group Preference Reward Shaping EMNLP 2025
Rewarding the Unlikely: Lifting GRPO Beyond Distribution Sharpening EMNLP 2025
GenFlowRL: Shaping Rewards with Generative Object-Centric Flow in Visual Reinforcement Learning ICCV 2025
Mitigating Hallucinations in LM-Based TTS Models via Distribution Alignment Using GFlowNets EMNLP 2025
Optimising Factual Consistency in Summarisation via Preference Learning from Multiple Imperfect Metrics EMNLP 2025