Agent Systems

Findings of the First Workshop on Simulating Conversational Intelligence in Chat EACL 2024 Fine-Tuning Large Vision-Language Models as Decision-Making Agents via Reinforcement Learning NeurIPS 2024 First-Explore, then Exploit: Meta-Learning to Solve Hard Exploration-Exploitation Trade-Offs NeurIPS 2024 FLAIR: Feeding via Long-Horizon AcquIsition of Realistic dishes RSS 2024 FlowBench: Revisiting and Benchmarking Workflow-Guided Planning for LLM-based Agents EMNLP 2024 Focus On What Matters: Separated Models For Visual-Based RL Generalization NeurIPS 2024 Follow-the-Perturbed-Leader with Fréchet-type Tail Distributions: Optimality in Adversarial Bandits and Best-of-Both-Worlds COLT 2024 Forced Exploration in Bandit Problems AAAI 2024 Formal Verification of Parameterised Neural-symbolic Multi-agent Systems IJCAI 2024 Foundations of Multivariate Distributional Reinforcement Learning NeurIPS 2024 Fractional Deep Reinforcement Learning for Age-Minimal Mobile Edge Computing AAAI 2024 From News to Forecast: Integrating Event Analysis in LLM-Based Time Series Forecasting with Reflection NeurIPS 2024 From Skepticism to Acceptance: Simulating the Attitude Dynamics Toward Fake News IJCAI 2024 GAIA: a benchmark for General AI Assistants ICLR 2024 GAMap: Zero-Shot Object Goal Navigation with Multi-Scale Geometric-Affordance Guidance NeurIPS 2024 GEAR: Augmenting Language Models with Generalizable and Efficient Tool Resolution EACL 2024 GenArtist: Multimodal LLM as an Agent for Unified Image Generation and Editing NeurIPS 2024 Generalizing Consistency Policy to Visual RL with Prioritized Proximal Experience Regularization NeurIPS 2024 Generate Subgoal Images before Act: Unlocking the Chain-of-Thought Reasoning in Diffusion Model for Robot Manipulation with Multimodal Prompts CVPR 2024 Generating Demonstrations for In-Context Compositional Generalization in Grounded Language Learning EMNLP 2024 Generating Pragmatic Examples to Train Neural Program Synthesizers ICLR 2024 Generative Explore-Exploit: Training-free Optimization of Generative Recommender Systems using LLM Optimizers ACL 2024 Genetic Algorithm for Curriculum Design in Multi-Agent Reinforcement Learning CoRL 2024 GeoAgent: To Empower LLMs using Geospatial Tools for Address Standardization ACL 2024 Get a Head Start: On-Demand Pedagogical Policy Selection in Intelligent Tutoring AAAI 2024