Multi-Agent Systems

DevFormer: A Symmetric Transformer for Context-Aware Device Placement ICML 2023 Distributed Linear Bandits under Communication Constraints ICML 2023 Dueling RL: Reinforcement Learning with Trajectory Preferences AISTATS 2023 Efficient Planning in Combinatorial Action Spaces with Applications to Cooperative Multi-Agent Reinforcement Learning AISTATS 2023 Enabling First-Order Gradient-Based Learning for Equilibrium Computation in Markets ICML 2023 Examining Inter-Consistency of Large Language Models Collaboration: An In-depth Analysis via Debate EMNLP 2023 Exploration in Reward Machines with Low Regret AISTATS 2023 FedPD: Federated Open Set Recognition with Parameter Disentanglement ICCV 2023 Foundations of Cooperative AI AAAI 2023 Hindsight Learning for MDPs with Exogenous Inputs ICML 2023 How Bad is Top-K Recommendation under Competing Content Creators? ICML 2023 Human-Aware AI – A Foundational Framework for Human-AI Interaction AAAI 2023 Incremental Aggregated Riemannian Gradient Method for Distributed PCA AISTATS 2023 Iteratively Learn Diverse Strategies with State Distance Information NeurIPS 2023 Kb at SemEval-2023 Task 3: On Multitask Hierarchical BERT Base Neural Network for Multi-label Persuasion Techniques Detection SemEval 2023 Lauri Ingman at SemEval-2023 Task 4: A Chain Classifier for Identifying Human Values behind Arguments SemEval 2023 Learning Explicit Credit Assignment for Cooperative Multi-Agent Reinforcement Learning via Polarization Policy Gradient AAAI 2023 Learning Intuitive Policies Using Action Features ICML 2023 Learning Mean-Field Games with Discounted and Average Costs JMLR 2023 Learning to Play General-Sum Games against Multiple Boundedly Rational Agents AAAI 2023 LEGO: A Multi-agent Collaborative Framework with Role-playing and Iterative Feedback for Causality Explanation Generation EMNLP 2023 MALib: A Parallel Framework for Population-based Multi-agent Reinforcement Learning JMLR 2023 MANSA: Learning Fast and Slow in Multi-Agent Systems ICML 2023 Maximizing the Probability of Fixation in the Positional Voter Model AAAI 2023 Modeling with Homophily Driven Heterogeneous Data in Gossip Learning IJCAI 2023