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Learn to detect suspicious behavior in Android apps with techniques from Alessandra Gorla in this short seminar from Paul G. Allen School.
Learn aggressive autonomous navigation for unmanned vehicles from Nicholas Roy, an MIT professor, in this short program offered by Paul G. Allen School.
Explore the use of gaze mechanisms in embodied agents for positive social outcomes in this less than 1-hour talk by Sean Andrist from Paul G. Allen School.
Explore software reliability and uncover hidden dependencies with Paul G. Allen School. Learn to reduce testing time and create more effective tests in under an hour.
Explore goal-directed dynamics in robotics with Paul G. Allen School's program. Learn about model-based optimization, trajectory optimization, and deep learning of control policies in 1-2 hours.
Explore numerical uncertainties in software with Paul G. Allen School's seminar. Learn to estimate errors, select suitable data types, and improve accuracy using SMT theorem proving, interval arithmetic, and more.
Learn to design, implement, and validate event-driven asynchronous systems using the P programming framework, with insights from a Principal Researcher at Microsoft.
Explore the principles of assistive robotics with the Paul G. Allen School. Learn to extract human intent from behavior for effective robot assistance in a 1-2 hour study.
Explore the Lean theorem prover with Leonardo de Moura from Paul G. Allen School. Learn about automated reasoning, system architecture, and theorem proving in this 1-2 hour study.
Explore integrated strategies for planning, perception, and action in complex mobile manipulation domains with MIT's Tomas Lozano-Perez. Learn about belief space planning, logical expressions, and task-oriented perception.
Explore AI and vision in a short seminar by Ali Farhadi from Paul G. Allen School. Learn about neural networks, object detection, and visual reasoning in under an hour.
Explore probabilistic models for semantic parser lexicon learning with Paul G. Allen School. Improve accuracy and efficiency in semantic parsing with less human input. Less than 1-hour workload.
Explore decision-theoretic control of crowdsourcing with Paul G. Allen School's seminar. Learn about Markov decision processes, task routing, and optimizing data acquisition in under an hour.
Explore the concept of machine reading comprehension with Matt Gardner from Paul G. Allen School. Understand what it takes for a machine to truly comprehend a text. Less than 1-hour workload.
Explore automated story generation through AI with Dr. Mark Riedl from Georgia Tech School of Interactive Computing. Learn about neural generative processes, text control, and knowledge transfer.
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