Multi-Agent Systems

Transfer Learning Based Adaptive Automated Negotiating Agent Framework IJCAI 2022 Turbocharging Solution Concepts: Solving NEs, CEs and CCEs with Neural Equilibrium Solvers NeurIPS 2022 Welfare Maximization in Competitive Equilibrium: Reinforcement Learning for Markov Exchange Economy ICML 2022 Whose Track Is It Anyway? Improving Robustness to Tracking Errors With Affinity-Based Trajectory Prediction CVPR 2022 Zero-Sum Stochastic Stackelberg Games NeurIPS 2022 Adaptive Learning in Continuous Games: Optimal Regret Bounds and Convergence to Nash Equilibrium COLT 2021 Agent Modelling under Partial Observability for Deep Reinforcement Learning NeurIPS 2021 Altruism Design in Networked Public Goods Games IJCAI 2021 A Permutation-Equivariant Neural Network Architecture For Auction Design AAAI 2021 Approximately Solving Mean Field Games via Entropy-Regularized Deep Reinforcement Learning AISTATS 2021 Athena 2.0: Contextualized Dialogue Management for an Alexa Prize SocialBot EMNLP 2021 Bias-Robust Bayesian Optimization via Dueling Bandits ICML 2021 Bounded Risk-Sensitive Markov Games: Forward Policy Design and Inverse Reward Learning with Iterative Reasoning and Cumulative Prospect Theory AAAI 2021 Budget Feasible Mechanisms Over Graphs AAAI 2021 Calibrate your listeners! Robust communication-based training for pragmatic speakers EMNLP 2021 Classification with Few Tests through Self-Selection AAAI 2021 Co-evolution of language and agents in referential games EACL 2021 Communication-Efficient Agnostic Federated Averaging Interspeech 2021 Computing Ex Ante Coordinated Team-Maxmin Equilibria in Zero-Sum Multiplayer Extensive-Form Games AAAI 2021 Computing Quantal Stackelberg Equilibrium in Extensive-Form Games AAAI 2021 Computing the Proportional Veto Core AAAI 2021 Connecting Optimal Ex-Ante Collusion in Teams to Extensive-Form Correlation: Faster Algorithms and Positive Complexity Results ICML 2021 Contract-based Inter-user Usage Coordination in Free-floating Car Sharing AAAI 2021 Cooperation in Threshold Public Projects with Binary Actions IJCAI 2021 Correcting experience replay for multi-agent communication ICLR 2021