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reward function

372 papers

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Co-occurring keywords · papers mentioning both

reinforcement learning (128) inverse reinforcement learning (96) imitation learning (50) policy learning (41) large language model (25) markov decision process (22) diffusion model (20) policy optimization (20) expert demonstration (16) preference learning (16)

Papers

Aligning Machiavellian Agents: Behavior Steering via Test-Time Policy Shaping AAAI 2026 Can Optimal Transport Improve Federated Inverse Reinforcement Learning? L4DC 2026 Constructing a Japanese Rap Lyric Generation Model with GRPO ACL 2026 DORA: A Dual-Objective Reinforcement Learning Framework for Effective and Efficient Multimodal Agentic Search ACL 2026 GDPO-SR: Group Direct Preference Optimization for One-Step Generative Image Super-Resolution CVPR 2026 GeoAgent: Learning to Geolocate Everywhere with Reinforced Geographic Characteristics CVPR 2026 Goal-Driven Reward by Video Diffusion Models for Reinforcement Learning CVPR 2026 HP-Edit: A Human-Preference Post-Training Framework for Image Editing CVPR 2026 POCA: Pareto-Optimal Curriculum Alignment for Visual Text Generation CVPR 2026 ReEx-SQL: Reasoning with Execution-Aware Reinforcement Learning for Text-to-SQL ACL 2026 Refine-IQA: Multi-Stage Reinforcement Finetuning for Perceptual Image Quality Assessment AAAI 2026 Resolving the Identity Crisis in Text-to-Image Generation CVPR 2026 TaskForce: Cooperative Multi-agent Reinforcement Learning for Multi-task Optimization CVPR 2026 Test-driven Reinforcement Learning in Continuous Control AAAI 2026 Unsupervised Text Style Transfer for Controllable Intensity EACL 2026 Adaptive Human-Robot Collaboration using Type-Based IRL UAI 2025 Adaptive Reward Design for Reinforcement Learning UAI 2025 Adding Conditional Control to Diffusion Models with Reinforcement Learning ICLR 2025 A General Framework for Inference-time Scaling and Steering of Diffusion Models ICML 2025 Axioms for AI Alignment from Human Feedback AAAI 2025 Behavioral Entropy-Guided Dataset Generation for Offline Reinforcement Learning ICLR 2025 Breaking Barriers: A Paradigm Shift in Technology Accessibility for Individuals with Physical Disabilities AAAI 2025 Broaden your SCOPE! Efficient Multi-turn Conversation Planning for LLMs with Semantic Space ICLR 2025 Capturing Nuanced Preferences: Preference-Aligned Distillation for Small Language Models ACL 2025 Clone-Robust AI Alignment ICML 2025