Multi-Agent Systems

From the Periphery to the Core: Information Brokerage in an Evolving Network IJCAI 2018 Fully Decentralized Multi-Agent Reinforcement Learning with Networked Agents ICML 2018 Game Description Language and Dynamic Epistemic Logic Compared IJCAI 2018 Generalized WarpDriver: Unified Collision Avoidance for Multi-Robot Systems in Arbitrarily Complex Environments RSS 2018 Go for a Walk and Arrive at the Answer: Reasoning Over Paths in Knowledge Bases using Reinforcement Learning ICLR 2018 GPU-Based Max Flow Maps in the Plane RSS 2018 GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks ICML 2018 Hintikka's World: Agents with Higher-order Knowledge IJCAI 2018 How agents see things: On visual representations in an emergent language game EMNLP 2018 Hybrid Macro/Micro Level Backpropagation for Training Deep Spiking Neural Networks NeurIPS 2018 Improving Multi-Robot Behavior Using Learning-Based Receding Horizon Task Allocation RSS 2018 Incentive-Compatible Mechanisms for Norm Monitoring in Open Multi-Agent Systems (Extended Abstract) IJCAI 2018 Incentivizing Exploration by Heterogeneous Users COLT 2018 Interactive Learning and Decision Making: Foundations, Insights & Challenges IJCAI 2018 Keeping in Touch with Collaborative UAVs: A Deep Reinforcement Learning Approach IJCAI 2018 Knowledge-Guided Agent-Tactic-Aware Learning for StarCraft Micromanagement IJCAI 2018 Large-Scale Multi-Domain Belief Tracking with Knowledge Sharing ACL 2018 Learning Attentional Communication for Multi-Agent Cooperation NeurIPS 2018 Learning from Group Comparisons: Exploiting Higher Order Interactions NeurIPS 2018 Learning in Games with Lossy Feedback NeurIPS 2018 Learning Others' Intentional Models in Multi-Agent Settings Using Interactive POMDPs NeurIPS 2018 Learning Parametric Closed-Loop Policies for Markov Potential Games ICLR 2018 Learning Policy Representations in Multiagent Systems ICML 2018 Learning Sparse Polymatrix Games in Polynomial Time and Sample Complexity AISTATS 2018 Learning to Act in Decentralized Partially Observable MDPs ICML 2018