Multi-Agent Systems

Coupon Design in Advertising Systems AAAI 2021 Decentralized Multi-Agent Linear Bandits with Safety Constraints AAAI 2021 Decentralized No-regret Learning Algorithms for Extensive-form Correlated Equilibria (Extended Abstract) IJCAI 2021 Decentralized Single-Timescale Actor-Critic on Zero-Sum Two-Player Stochastic Games ICML 2021 Deep Multi-Task Learning for Joint Localization, Perception, and Prediction CVPR 2021 DeepTrader: A Deep Reinforcement Learning Approach for Risk-Return Balanced Portfolio Management with Market Conditions Embedding AAAI 2021 DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning ICML 2021 Discovering Diverse Multi-Agent Strategic Behavior via Reward Randomization ICLR 2021 Efficient Querying for Cooperative Probabilistic Commitments AAAI 2021 Efficient Truthful Scheduling and Resource Allocation through Monitoring AAAI 2021 Emergent Social Learning via Multi-agent Reinforcement Learning ICML 2021 Equitable and Optimal Transport with Multiple Agents AISTATS 2021 Estimating α-Rank by Maximizing Information Gain AAAI 2021 Evolution Strategies for Approximate Solution of Bayesian Games AAAI 2021 Exploiting Opponents Under Utility Constraints in Sequential Games NeurIPS 2021 Exploration-Exploitation in Multi-Agent Competition: Convergence with Bounded Rationality NeurIPS 2021 Exploration-Exploitation in Multi-Agent Learning: Catastrophe Theory Meets Game Theory AAAI 2021 Fair Algorithms for Multi-Agent Multi-Armed Bandits NeurIPS 2021 Fair and Efficient Online Allocations with Normalized Valuations AAAI 2021 Far-Field Speaker Localization and Adaptive GLMB Tracking Interspeech 2021 Fast Policy Extragradient Methods for Competitive Games with Entropy Regularization NeurIPS 2021 Feedback Attribution for Counterfactual Bandit Learning in Multi-Domain Spoken Language Understanding EMNLP 2021 Follow-the-Regularized-Leader Routes to Chaos in Routing Games ICML 2021 Game of Gradients: Mitigating Irrelevant Clients in Federated Learning AAAI 2021 Generalization Bounds for Stochastic Saddle Point Problems AISTATS 2021