Lucas Lehnert

1. Beyond A*: Better Planning with Transformers via Search Dynamics Bootstrapping
   2024/02/21 by Lucas Lehnert, Sainbayar Sukhbaatar, Lehnert, Lucas +11 · 5 voices · 12 citations
   Computer Science · #AI-based Problem Solving and Planning #Advanced Database Systems and Queries #Artificial Intelligence in Games #cs.AI
2. Advantages and Limitations of using Successor Features for Transfer in Reinforcement Learning
   2017/07/31 by Lucas Lehnert, Stefanie Tellex, Lehnert, Lucas +3 · 8 citations
   Computer Science · #Reinforcement Learning in Robotics #Evolutionary Algorithms and Applications #Adaptive Dynamic Programming Control
3. Maximum State Entropy Exploration using Predecessor and Successor Representations
   2023/06/26 by Arnav Jain, Jain, Arnav Kumar, Lucas Lehnert +5 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification #Reinforcement Learning in Robotics
4. Policy Gradient Methods for Off-policy Control
   2015/12/13 by Lucas Lehnert, Doina Precup, Lehnert, Lucas +1 · 1 citation
   Computer Science · Decision Sciences · #Adaptive Dynamic Programming Control #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics