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Disney Research

Robotics

Autonomous Human-Robot Interaction via Operator Imitation

We propose to create autonomous interactive robots, by training a model to imitate operator data.

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Pascal Strauch

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AMOR: Adaptive Character Control through Multi-Objective Reinforcement Learning

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Robot Motion Diffusion Model: Motion Generation for Robotic Characters

We introduce a novel method that integrates kinematic generative models with physics based character control. Our approach begins by training a reward surrogate to predict the performance of the downstream non-differentiable control task, offering an efficient and differentiable loss function.

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Agon Serifi

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Design and Control of a Bipedal Robotic Character

We introduce a new bipedal robot, designed with a focus on character-driven mechanical features.

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Soft Pneumatic Actuator Design using Differentiable Simulation

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Interactive Design of Stylized Walking Gaits for Robotic Characters

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Name Pronunciation Extraction and Reuse in Human-Agent Conversation

We present a pipeline for fusing text and audio features to extract and re-use user information like names with the correct pronunciation.

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An Automatic Evaluation Framework for Social Conversations with Robots

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