Mysore, Siddharth
- Regularizing Action Policies for Smooth Control with Reinforcement\n Learning
2020/12/11 by Siddharth Mysore, Mysore, Siddharth, Bassel Mabsout +5 · 5 citations
Computer Science · #Reinforcement Learning in Robotics #Adaptive Dynamic Programming Control #Adversarial Robustness in Machine Learning
- Honey, I Shrunk The Actor: A Case Study on Preserving Performance with Smaller Actors in Actor-Critic RL
2021/02/23 by Mysore, Siddharth, Mabsout, Bassel, Mancuso, Renato +1 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
- Designing Composites with Target Effective Young's Modulus using\n Reinforcement Learning
2021/10/07 by Aldair E. Gongora, Gongora, Aldair E., Siddharth Mysore +13 · 1 citation
Computer Science · Engineering · Materials Science · #Additive Manufacturing and 3D Printing Technologies #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #FOS: Physical sciences #Graphics (cs.GR) #Machine Learning (cs.LG) #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci)
- Sim-Anchored Learning for On-the-Fly Adaptation
2023/01/17 by Bassel El Mabsout, Shahin Roozkhosh, Mabsout, Bassel El +7 · 1 citation
Computer Science · Decision Sciences · #Reinforcement Learning in Robotics #Age of Information Optimization #Advanced Bandit Algorithms Research