基本信息
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职业迁徙
个人简介
Current research interests include intelligent agents, multi-agent systems, reinforcement learning, transfer learning, and robotics.
My research focuses on agents, physical or virtual entities that interact with their environments. My main goals are to enable individual agents, and teams of agents, to
learn tasks in real world environments that are not fully known when the agents are designed;
perform multiple tasks, rather than just a single task; and
allow agents to robustly coordinate with, and reason about, other agents.
Additionally, I am interested in exploring how agents can learn from humans, whether the human is explicitly teaching the agent, the agent is passively observing the human, or the agent is actively cooperating with the human on a task.
A selection of current research projects can be found at the IRL Lab website.
My research focuses on agents, physical or virtual entities that interact with their environments. My main goals are to enable individual agents, and teams of agents, to
learn tasks in real world environments that are not fully known when the agents are designed;
perform multiple tasks, rather than just a single task; and
allow agents to robustly coordinate with, and reason about, other agents.
Additionally, I am interested in exploring how agents can learn from humans, whether the human is explicitly teaching the agent, the agent is passively observing the human, or the agent is actively cooperating with the human on a task.
A selection of current research projects can be found at the IRL Lab website.
研究兴趣
论文共 289 篇作者统计合作学者相似作者
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CoRR (2024)
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AAAI 2024no. 15 (2024): 16352-16360
NEURAL COMPUTING & APPLICATIONSno. 1 (2024): 505-516
CoRR (2024)
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AAAI 2024no. 14 (2024): 15934-15942
JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH (2024): 359-415
Chaitanya Kharyal,Tanmay Sinha,Sai Krishna Gottipati, Fatemeh Abdollahi,Srijita Das,Matthew E. Taylor
AAMAS '23: Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systemspp.2457-2459, (2023)
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CoRR (2023)
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HHAI 2023: AUGMENTING HUMAN INTELLECT (2023): 351-360
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