Multi-Agent Systems

Online Non-stochastic Control with Partial Feedback JMLR 2023 Online Performative Gradient Descent for Learning Nash Equilibria in Decision-Dependent Games NeurIPS 2023 Online Tuning for Offline Decentralized Multi-Agent Reinforcement Learning AAAI 2023 On the Complexity of Multi-Agent Decision Making: From Learning in Games to Partial Monitoring COLT 2023 Oracle-free Reinforcement Learning in Mean-Field Games along a Single Sample Path AISTATS 2023 Oracles & Followers: Stackelberg Equilibria in Deep Multi-Agent Reinforcement Learning ICML 2023 Order Matters: Agent-by-agent Policy Optimization ICLR 2023 Pandering in a (flexible) representative democracy UAI 2023 Partially Observable Multi-agent RL with (Quasi-)Efficiency: The Blessing of Information Sharing ICML 2023 Poisoning the Well: Can We Simultaneously Attack a Group of Learning Agents? IJCAI 2023 PolicyCleanse: Backdoor Detection and Mitigation for Competitive Reinforcement Learning ICCV 2023 Policy Gradient Methods Find the Nash Equilibrium in N-player General-sum Linear-quadratic Games JMLR 2023 Policy Gradient Play with Networked Agents in Markov Potential Games L4DC 2023 PoseExaminer: Automated Testing of Out-of-Distribution Robustness in Human Pose and Shape Estimation CVPR 2023 Posterior Sampling for Competitive RL: Function Approximation and Partial Observation NeurIPS 2023 Probably Anytime-Safe Stochastic Combinatorial Semi-Bandits ICML 2023 Provably Efficient Generalized Lagrangian Policy Optimization for Safe Multi-Agent Reinforcement Learning L4DC 2023 Provably Efficient Model-free RL in Leader-Follower MDP with Linear Function Approximation L4DC 2023 Provably Fast Convergence of Independent Natural Policy Gradient for Markov Potential Games NeurIPS 2023 Quantum Multi-Agent Meta Reinforcement Learning AAAI 2023 RACE: Improve Multi-Agent Reinforcement Learning with Representation Asymmetry and Collaborative Evolution ICML 2023 Recursive Small-Step Multi-Agent A* for Dec-POMDPs IJCAI 2023 Regret Minimization and Convergence to Equilibria in General-sum Markov Games ICML 2023 Revisiting Weighted Strategy for Non-stationary Parametric Bandits AISTATS 2023 Reward Poisoning Attacks on Offline Multi-Agent Reinforcement Learning AAAI 2023