Hacker News
- Visual Model-Based Reinforcement Learning as a Path Towards Generalist Robots https://bair.berkeley.edu/blog/2018/11/30/visual-rl/ 2 comments
Linking pages
- Robots that Learn to Use Improvised Tools – The Berkeley Artificial Intelligence Research Blog http://bair.berkeley.edu/blog/2019/04/11/tools/ 7 comments
- Introducing PlaNet: A Deep Planning Network for Reinforcement Learning – Google AI Blog https://ai.googleblog.com/2019/02/introducing-planet-deep-planning.html 3 comments
- Chelsea Finn on Meta Learning & Model Based Reinforcement Learning https://thegradientpub.substack.com/p/chelsea-finn-on-meta-learning-and 0 comments
- Four Novel Approaches to Manipulating Fabric using Model-Free and Model-Based Deep Learning in Simulation – The Berkeley Artificial Intelligence Research Blog https://bair.berkeley.edu/blog/2020/05/05/fabrics/ 0 comments
- OmniTact: A Multi-Directional High-Resolution Touch Sensor – The Berkeley Artificial Intelligence Research Blog https://bair.berkeley.edu/blog/2020/05/14/omnitact/ 0 comments
- Model-Based Reinforcement Learning from Pixels with Structured Latent Variable Models – The Berkeley Artificial Intelligence Research Blog https://bair.berkeley.edu/blog/2019/05/20/solar/ 0 comments
Linked pages
- [1712.01815] Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm https://arxiv.org/abs/1712.01815 573 comments
- https://worldmodels.github.io/ 10 comments
- [1805.12114] Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models https://arxiv.org/abs/1805.12114 6 comments
- [1511.09249] On Learning to Think: Algorithmic Information Theory for Novel Combinations of Reinforcement Learning Controllers and Recurrent Neural World Models http://arxiv.org/abs/1511.09249 3 comments
- [1704.05588] Learning to Fly by Crashing https://arxiv.org/abs/1704.05588 0 comments
- [1603.02199] Learning Hand-Eye Coordination for Robotic Grasping with Deep Learning and Large-Scale Data Collection http://arxiv.org/abs/1603.02199 0 comments
- https://deepmind.com/research/alphago/ 0 comments
- [1808.09105] SOLAR: Deep Structured Representations for Model-Based Reinforcement Learning https://arxiv.org/abs/1808.09105 0 comments