Source: https://www.linkedin.com/feed/update/urn%3Ali%3Ashare%3A6961412178906157056
#ReinforcementLearning: #Control #Systems: #Optimality & #Adaptivity: From #control #theory perspective, a topic related to RL is #adaptive #control #theory which studies data-driven approaches for #control of unknown #dynamical #systems: https://lnkd.in/ejGR-P3
[ Thanks to Andrew Ng for sharing his latest thinking on #ReinforcementLearning: https://lnkd.in/g3YG4hpW which inspired this post.]
Referencing our #AI-#Quantum in #Space: #Quantum #PhD-#Engineers #Space4Women #Expert #Panel #Keynote on #ABMS2 #JADAC2 #JADCAC2 Beyond #ABMS #JADC2: https://lnkd.in/gVqiXXpG
Leading to The Joint Staff #Pentagon #Chiefs #Guidance at #NewYorkState #Conference: https://lnkd.in/eR2fJpW : 1Yr Ago: we shared: https://lnkd.in/ejGR-P3
#Facilitating Robots’ #SelfDiscovery of #Autonomous #Behavioral #Repertoire: Nice study on QD (Quality-Diversity) and DR (Dimensionality Reduction) to help #Robots autonomously discover their repertoire of own #Robotic #Capabilities and #Behaviors: 3 Yrs ago we shared: https://lnkd.in/g6psyQ_m
#AI: #Humans vs. #Machines: #Reinforcement #Learning: Humans still remain on top in broader #strategic #thinking and #collaboration, and here is why: 3 Yrs ago we shared: https://lnkd.in/gVyWG5iD
#General #Reinforcement #Learning #Algorithm: How to build your own #AlphaZero #AI using #Python and #Keras: 3 Yrs ago we shared: https://lnkd.in/gYZZ3qF7
#DeepMind: #Deep #Reinforcement #Learning: #DMLab: #Deep #ReinforcementLearning #DeepRL has achieved remarkable success in a range of tasks, from #continuous #control problems in #robotics to playing #games like #Go and #Atari: 3 Yrs ago we shared: https://lnkd.in/gjmpSsxa:
Beyond #ReinforcementLearning: Punished by #Rewards: Reward process is hugely important because it helps the machine distinguish good play vs. bad play, i.e., it helps the machine learn. But this doesn’t work in many real-world situations, because rewards are often rare or hard to determine: 3Yrs Ago: we shared: https://lnkd.in/egt88YDx
#ReinforcementLearning: Many who may know #RL from #artificialintelligence literature may like to know that #RL precedes #ML as many who focus on #Human #Machine #Systems #Learning know it as the #Pavlov method in #Human #Learning: 1Yr Ago: we shared: https://lnkd.in/gZJSdpKK
Reinforcement Learning: Technology and Use Cases: 3Yrs Ago: we shared: https://lnkd.in/gfxHMrgN
Future of AI-Computer Science-Data Science-Finance Are All Here: Global Risk Management Network, LLC
