Robert Lange
Robert Lange on learning vs hard-coding, meta-RL, Lottery Tickets and Minimal Task Representations, Action Grammars and more!
Robert Tjarko Lange is a PhD student working at the Technical University Berlin.
Featured References
Learning not to learn: Nature versus nurture in silico
Lange, R. T., & Sprekeler, H. (2020)
On Lottery Tickets and Minimal Task Representations in Deep Reinforcement Learning
Vischer, M. A., Lange, R. T., & Sprekeler, H. (2021).
Semantic RL with Action Grammars: Data-Efficient Learning of Hierarchical Task Abstractions
Lange, R. T., & Faisal, A. (2019).
MLE-Infrastructure on Github
Additional References
Featured References
Learning not to learn: Nature versus nurture in silico
Lange, R. T., & Sprekeler, H. (2020)
On Lottery Tickets and Minimal Task Representations in Deep Reinforcement Learning
Vischer, M. A., Lange, R. T., & Sprekeler, H. (2021).
Semantic RL with Action Grammars: Data-Efficient Learning of Hierarchical Task Abstractions
Lange, R. T., & Faisal, A. (2019).
MLE-Infrastructure on Github
Additional References
- RL^2: Fast Reinforcement Learning via Slow Reinforcement Learning, Duan et al 2016
- Learning to reinforcement learn, Wang et al 2016
- Decision Transformer: Reinforcement Learning via Sequence Modeling, Chen et al 2021
Creators and Guests
![Robin Ranjit Singh Chauhan](https://img.transistor.fm/qrlD8dfZtBRez_zCzQ6Ah8j57V13cwEjT7sHiXJGHDI/rs:fill:400:400:1/q:60/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS9wZXJz/b24vOWI4Yjg4ZWYt/YmRmZi00ZWFkLTk4/YTgtMTRkZGFlZDFh/ZTJkLzE2Njc0MjY0/MDktaW1hZ2UuanBn.webp)
Host
Robin Ranjit Singh Chauhan
๐ฑ Head of Eng @AgFunder ๐ง AI:Reinforcement Learning/ML/DL/NLP๐๏ธHost @TalkRLPodcast ๐ณ ex-@Microsoft ecomm PgmMgr ๐ค @UWaterloo CompEng ๐จ๐ฆ ๐ฎ๐ณ
![Robert Lange](https://img.transistor.fm/xCcQD0ofaHazDJHFXBqp0TVQKjUJXB1psAh_vPJBslI/rs:fill:800:800:1/q:60/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS9lcGlz/b2RlLzc1NDIwMS8x/NjM5NzIyNzc5LWFy/dHdvcmsuanBn.webp)