Visual Descriptor Learning from Monocular Video. - Umashankar Deekshith; Nishit Gajjar; Max Schwarz; Sven Behnke (VISIGRAPP (5: VISAPP), 2020)

Improving the Efficiency and Efficacy of Multi-Agent Reinforcement Learning on Complex Railway Networks with a Local-Critic Approach. - Yuan Zhang 027; Umashankar Deekshith; Jianhong Wang; Joschka Boedecker (ICAPS, 2024)

Intelligent Railway Capacity and Traffic Management Using Multi-Agent Deep Reinforcement Learning. - Stefan Schneider; Anirudha Ramesh; Anne Roets; Ciprian Stirbu; Farhad Safaei; Faten Ghriss; Jan Wülfing; Mehmet Güra; Nima Sibon; Rick Gentry; Roman Liessner; Thomas Hustache; et al. (ITSC, 2024)