Agent Systems

Positive Experience Reflection for Agents in Interactive Text Environments ACL 2025 PreAct: Prediction Enhances Agent’s Planning Ability COLING 2025 Predictive Inverse Dynamics Models are Scalable Learners for Robotic Manipulation ICLR 2025 Preemptive Detection and Correction of Misaligned Actions in LLM Agents EMNLP 2025 PreGenie: An Agentic Framework for High-quality Visual Presentation Generation EMNLP 2025 PresentAgent: Multimodal Agent for Presentation Video Generation EMNLP 2025 Preventing Rogue Agents Improves Multi-Agent Collaboration ACL 2025 Prices, Bids, Values: One ML-Powered Combinatorial Auction to Rule Them All ICML 2025 PRIMAL: Physically Reactive and Interactive Motor Model for Avatar Learning ICCV 2025 PRINCIPLES: Synthetic Strategy Memory for Proactive Dialogue Agents EMNLP 2025 Privacy in Action: Towards Realistic Privacy Mitigation and Evaluation for LLM-Powered Agents EMNLP 2025 Private Blotto: Viewpoint Competition with Polarized Agents AAAI 2025 PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models ACL 2025 Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance ICLR 2025 ProAdvPrompter: A Two-Stage Journey to Effective Adversarial Prompting for LLMs ICLR 2025 Probabilistic Shielding for Safe Reinforcement Learning AAAI 2025 Procedural Environment Generation for Tool-Use Agents EMNLP 2025 Process-based Self-Rewarding Language Models ACL 2025 ProcWorld: Benchmarking Large Model Planning in Reachability-Constrained Environments EMNLP 2025 ProductAgent: Benchmarking Conversational Product Search Agent with Asking Clarification Questions EMNLP 2025 Prof. Robot: Differentiable Robot Rendering Without Static and Self-Collisions CVPR 2025 ProgCo: Program Helps Self-Correction of Large Language Models ACL 2025 Program Synthesis Dialog Agents for Interactive Decision-Making IJCNLP 2025 Progressive Multimodal Reasoning via Active Retrieval ACL 2025 Prompting Large Language Models to Tackle the Full Software Development Lifecycle: A Case Study COLING 2025