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Tsang-Wei Lee

2 accepted papers

2020

Learning Agile Robotic Locomotion Skills by Imitating Animals

RSS 2020poster

Reproducing the diverse and agile locomotion skills of animals has been a longstanding challenge in robotics. While manually-designed controllers have been able to emulate many complex behaviors, building such controllers involves a time-consuming and difficult development process, often requiring s…

Cited by 614SourcePDFScholar
2020

Model-based Reinforcement Learning for Decentralized Multiagent Rendezvous

CoRL 2020

Collaboration requires agents to align their goals on the fly. Underlying the human ability to align goals with other agents is their ability to predict the intentions of others and actively update their own plans. We propose hierarchical predictive planning (HPP), a model-based reinforcement learni

Cited by 0SourcePDFScholar