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Applications of Legged Robot Locomotion: Exploring both Rewards and Constraints (arXiv:2308.12517v1 [cs.RO])

Applications of Legged Robot Locomotion: Exploring both Rewards and Constraints (arXiv:2308.12517v1 [cs.RO])

by instadatahelp | Aug 27, 2023 | AI Blogs

Previous studies have shown impressive control performance in complex robotic systems by using neural networks and model-free reinforcement learning. However, these controllers with natural motion and high task performance require extensive reward engineering, which...

Analysis of Concentration in Multivariate Elliptic Diffusion Processes

by instadatahelp | Aug 27, 2023 | AI Blogs

Concentration Analysis of Multivariate Elliptic Diffusions Lukas Trottner, Cathrine Aeckerle-Willems, Claudia Strauch; 24(106):1−38, 2023. Abstract This study presents concentration inequalities and associated PAC bounds for both continuous- and discrete-time additive...
Applications of Legged Robot Locomotion: Exploring both Rewards and Constraints (arXiv:2308.12517v1 [cs.RO])

Efficiency of Class Incremental Learning with Masked Autoencoders (arXiv:2308.12510v1 [cs.CV])

by instadatahelp | Aug 27, 2023 | AI Blogs

The concept of Class Incremental Learning (CIL) revolves around the idea of learning new classes in a sequential manner while preventing the loss of previous knowledge. In order to achieve this, we suggest the use of Masked Autoencoders (MAEs) as efficient learners...

Enhancing Multi-Try Metropolis through Local Balancing

by instadatahelp | Aug 27, 2023 | AI Blogs

Enhancing parallel computing in multiple-try Metropolis with local balancing Philippe Gagnon, Florian Maire, Giacomo Zanella; 24(248):1−59, 2023. Abstract Multiple-try Metropolis (MTM) is a widely used Markov chain Monte Carlo method that can be effectively...
Applications of Legged Robot Locomotion: Exploring both Rewards and Constraints (arXiv:2308.12517v1 [cs.RO])

Unraveling the Mysteries Behind Social Media Manipulations

by instadatahelp | Aug 27, 2023 | AI Blogs

[Submitted on 24 Aug 2023] Click here to download a PDF of the paper titled “False Information, Bots and Malicious Campaigns: Demystifying Elements of Social Media Manipulations,” written by Mohammad Majid Akhtar and 3 other authors. Download PDF Abstract:...
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