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11/18/2019
Inverse Cooperative and Non-Cooperative Dynamic Games Based on Maximum Entropy Inverse Reinforcement Learning
Dynamic game theory provides mathematical means for modeling the interac...
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10/29/2019
Deep Decentralized Reinforcement Learning for Cooperative Control
In order to collaborate efficiently with unknown partners in cooperative...
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09/16/2019
Adaptive Dynamic Programming for Model-free Tracking of Trajectories with Time-varying Parameters
In order to autonomously learn to control unknown systems optimally w.r....
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09/09/2019
Partner Approximating Learners (PAL): Simulation-Accelerated Learning with Explicit Partner Modeling in Multi-Agent Domains
Mixed cooperative-competitive control scenarios such as human-machine in...
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06/12/2019