conftrace_

multi-agent learning

98 papers

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Co-occurring keywords

multi-agent system (1819) game theory (854) nash equilibrium (398) regret bound (1926) reinforcement learning (4352) multi-agent reinforcement learning (538) zero-sum game (190) online learning (1777) markov game (86) regret minimization (315)

Papers

Follow-the-Perturbed-Leader for Adversarial Markov Decision Processes with Bandit Feedback NIPS 2022
Exploration-Exploitation in Multi-Agent Learning: Catastrophe Theory Meets Game Theory AAAI 2021
Newton Optimization on Helmholtz Decomposition for Continuous Games AAAI 2021
Learning in Markets: Greed Leads to Chaos but Following the Price is Right IJCAI 2021
Provably Efficient Fictitious Play Policy Optimization for Zero-Sum Markov Games with Structured Transitions ICML 2021
Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form Games ICML 2021
Improving Multi-agent Coordination by Learning to Estimate Contention IJCAI 2021
Towards Unifying Behavioral and Response Diversity for Open-ended Learning in Zero-sum Games NIPS 2021
PsiPhi-Learning: Reinforcement Learning with Demonstrations using Successor Features and Inverse Temporal Difference Learning ICML 2021
Exploration-Exploitation in Multi-Agent Competition: Convergence with Bounded Rationality NIPS 2021
Exploiting Opponents Under Utility Constraints in Sequential Games NIPS 2021
Learning in Non-Cooperative Configurable Markov Decision Processes NIPS 2021
Coordinated Proximal Policy Optimization NIPS 2021
Decentralized No-regret Learning Algorithms for Extensive-form Correlated Equilibria (Extended Abstract) IJCAI 2021
Off-Belief Learning ICML 2021
SMARTS: An Open-Source Scalable Multi-Agent RL Training School for Autonomous Driving CORL 2020
Graph-Dependent Implicit Regularisation for Distributed Stochastic Subgradient Descent JMLR 2020
R2-B2: Recursive Reasoning-Based Bayesian Optimization for No-Regret Learning in Games ICML 2020
Generative Exploration and Exploitation AAAI 2020
Differentially-Private Federated Linear Bandits NIPS 2020
Learning Strategic Network Emergence Games NIPS 2020
Reserve Pricing in Repeated Second-Price Auctions with Strategic Bidders ICML 2020
Relabel the Noise: Joint Extraction of Entities and Relations via Cooperative Multiagents ACL 2020
Non-Autoregressive Image Captioning with Counterfactuals-Critical Multi-Agent Learning IJCAI 2020
Contextual Games: Multi-Agent Learning with Side Information NIPS 2020