Agent Systems

Global Reward to Local Rewards: Multimodal-Guided Decomposition for Improving Dialogue Agents EMNLP 2024 Goal Alignment: Re-analyzing Value Alignment Problems Using Human-Aware AI AAAI 2024 GOALNET: Interleaving Neural Goal Predicate Inference with Classical Planning for Generalization in Robot Instruction Following AAAI 2024 GOAT-Bench: A Benchmark for Multi-Modal Lifelong Navigation CVPR 2024 GO-DICE: Goal-Conditioned Option-Aware Offline Imitation Learning via Stationary Distribution Correction Estimation AAAI 2024 GPT-4V(ision) is a Generalist Web Agent, if Grounded ICML 2024 GPTSwarm: Language Agents as Optimizable Graphs ICML 2024 Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks EMNLP 2024 Graph-enhanced Large Language Models in Asynchronous Plan Reasoning ICML 2024 Graph Integrated Language Transformers for Next Action Prediction in Complex Phone Calls NAACL 2024 GraphReader: Building Graph-based Agent to Enhance Long-Context Abilities of Large Language Models EMNLP 2024 GROOT: Learning to Follow Instructions by Watching Gameplay Videos ICLR 2024 Grounded Language Agent for Product Search via Intelligent Web Interactions EMNLP 2024 Grounding Language Plans in Demonstrations Through Counterfactual Perturbations ICLR 2024 Grounding Multimodal Large Language Models in Actions NeurIPS 2024 GTA: A Benchmark for General Tool Agents NeurIPS 2024 Habitat 3.0: A Co-Habitat for Humans, Avatars, and Robots ICLR 2024 Habitat Synthetic Scenes Dataset (HSSD-200): An Analysis of 3D Scene Scale and Realism Tradeoffs for ObjectGoal Navigation CVPR 2024 Harmonious Mobility for Robots that Work with and around People AAAI 2024 Harnessing Network Effect for Fake News Mitigation: Selecting Debunkers via Self-Imitation Learning AAAI 2024 Harnessing the Power of Multiple Minds: Lessons Learned from LLM Routing NAACL 2024 HAZARD Challenge: Embodied Decision Making in Dynamically Changing Environments ICLR 2024 H-GAP: Humanoid Control with a Generalist Planner ICLR 2024 Hide and Seek in Noise Labels: Noise-Robust Collaborative Active Learning with LLMs-Powered Assistance ACL 2024 Hierarchical Federated Learning with Multi-Timescale Gradient Correction NeurIPS 2024