Dana H. Ballard

3 papers · 2016–2019 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (13) 🚀 Conference Pioneer

Conferences

IJCAI (2) ECCV (1)

Top co-authors

Ruohan Zhang (3) Mahmoud El Chamie (1) Zhuode Liu (1) Behçet Açıkmese (1) Mary M. Hayhoe (1) Luxin Zhang (1) Karl S. Muller (1) Yue Yu (1) Faraz Torabi (1) Jake A. Whritner (1)

Keywords

deep reinforcement learning (1) reinforcement learning (1) imitation learning (1) policy learning (1) sequential decision (1) behavioral cloning (1) human demonstration (1) human guidance (1)

Papers

Leveraging Human Guidance for Deep Reinforcement Learning Tasks IJCAI 2019

AGIL: Learning Attention from Human for Visuomotor Tasks ECCV 2018

Decision-Making Policies for Heterogeneous Autonomous Multi-Agent Systems with Safety Constraints IJCAI 2016