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Peter Wurman

2 accepted papers

2026

A Champion-Level Vision-Based Reinforcement Learning Agent for Competitive Racing in Gran Turismo 7

ICRA 2026poster

Deep reinforcement learning has achieved super-human racing performance in high-fidelity simulators like Gran Turismo 7 (GT7). It typically utilizes global features that require instrumentation external to a car, such as precise localization of agents and opponents, limiting real-world applicability…

2021

Efficient Real-Time Inference in Temporal Convolution Networks

ICRA 2021poster

It has been recently demonstrated that Temporal Convolution Networks (TCNs) provide state-of-the-art results in many problem domains where the input data is a time-series. TCNs typically incorporate information from a long history of inputs (the receptive field) into a single output using many convo…

Cited by 6SourceScholar