Hacker News
- Deep Reinforcement Learning in Depth in 60 Days https://github.com/andri27-ts/60_Days_RL_Challenge 19 comments
- Learn Deep Reinforcement Learning in 60 days https://github.com/andri27-ts/60_Days_RL_Challenge 3 comments reinforcementlearning
Linking pages
- Reinforcement-Learning/Week5 at master · andri27-ts/Reinforcement-Learning · GitHub https://github.com/andri27-ts/60_Days_RL_Challenge/tree/master/Week5 0 comments
- GitHub - andri27-ts/1-Year-MachineLearning-Journey: An advanced program in Machine Learning and Deep Learning https://github.com/andri27-ts/1-Year-ML-Journey 0 comments
Linked pages
- https://deepmind.com/blog/alphago-zero-learning-scratch/ 408 comments
- OpenAI Five https://blog.openai.com/openai-five/ 272 comments
- [1712.06567] Deep Neuroevolution: Genetic Algorithms Are a Competitive Alternative for Training Deep Neural Networks for Reinforcement Learning https://arxiv.org/abs/1712.06567 47 comments
- Evolution strategies as a scalable alternative to reinforcement learning https://blog.openai.com/evolution-strategies/ 36 comments
- A Visual Guide to Evolution Strategies | 大トロ http://blog.otoro.net/2017/10/29/visual-evolution-strategies/ 21 comments
- [1511.05952] Prioritized Experience Replay https://arxiv.org/abs/1511.05952 19 comments
- Deep Reinforcement Learning: Pong from Pixels https://karpathy.github.io/2016/05/31/rl/ 16 comments
- CS 285 http://rail.eecs.berkeley.edu/deeprlcourse/ 13 comments
- [1703.03864] Evolution Strategies as a Scalable Alternative to Reinforcement Learning https://arxiv.org/abs/1703.03864 12 comments
- https://worldmodels.github.io/ 10 comments
- https://arxiv.org/pdf/1509.06461.pdf 10 comments
- Retro Contest https://blog.openai.com/retro-contest/ 10 comments
- [1312.5602] Playing Atari with Deep Reinforcement Learning http://arxiv.org/abs/1312.5602 10 comments
- https://arxiv.org/abs/1710.10044 9 comments
- Mastering the game of Go without human knowledge | Nature https://www.nature.com/articles/nature24270.epdf?author_access_token=VJXbVjaSHxFoctQQ4p2k4tRgN0jAjWel9jnR3ZoTv0PVW4gB86EEpGqTRDtpIz-2rmo8-KG06gqVobU5NSCFeHILHcVFUeMsbvwS-lxjqQGg98faovwjxeTUgZAUMnRQ 9 comments
- From Scratch: AI Balancing Act in 50 Lines of Python | by Mike Shi | Towards Data Science https://towardsdatascience.com/from-scratch-ai-balancing-act-in-50-lines-of-python-7ea67ef717 9 comments
- https://arxiv.org/abs/1602.01783 7 comments
- [1611.05397] Reinforcement Learning with Unsupervised Auxiliary Tasks https://arxiv.org/abs/1611.05397 6 comments
- https://arxiv.org/abs/1707.06347 3 comments
- [1707.06203] Imagination-Augmented Agents for Deep Reinforcement Learning https://arxiv.org/abs/1707.06203 3 comments