Hacker News
- Spinning Up in Deep RL (2018) https://spinningup.openai.com/en/latest/ 5 comments
- Spinning Up in Deep RL https://spinningup.openai.com/en/latest/user/introduction.html 50 comments
- Key Papers in Deep Reinforcement Learning https://spinningup.openai.com/en/latest/spinningup/keypapers.html 12 comments
- Soft Actor Critic - Entropy? https://spinningup.openai.com/en/latest/algorithms/sac.html 3 comments reinforcementlearning
- Reinforcement learning since the "Spinning up" taxonomy https://spinningup.openai.com/en/latest/spinningup/rl_intro2.html#a-taxonomy-of-rl-algorithms 10 comments reinforcementlearning
- Can polyak averaging neural networks lead to numerical instability? https://spinningup.openai.com/en/latest/algorithms/sac.html#pseudocode 9 comments reinforcementlearning
- [D] Pytorch DDPG actor-critic with shared layer? https://spinningup.openai.com/en/latest/_images/math/5811066e89799e65be299ec407846103fcf1f746.svg 7 comments reinforcementlearning
- Best Python Deep RL libraries for beginners? https://spinningup.openai.com/en/latest/ 6 comments reinforcementlearning
- Discount factor in proof of policy gradient theorem https://spinningup.openai.com/en/latest/spinningup/extra_pg_proof1.html 3 comments reinforcementlearning
- Hello, everyone. Need help with fast start-up with RL for my Bsc. More info in the desc. https://spinningup.openai.com/en/latest/ 18 comments reinforcementlearning
- In actor-critic, does it matter in which order you train π and q? https://spinningup.openai.com/en/latest/spinningup/rl_intro3.html#other-forms-of-the-policy-gradient 9 comments reinforcementlearning
- In what order should I learn RL algorithms? https://spinningup.openai.com/en/latest/user/algorithms.html 3 comments reinforcementlearning
- Tricks and adaptions for PPO https://spinningup.openai.com/en/latest/algorithms/ppo.html 4 comments reinforcementlearning
- PG methods are "high variance". Can I measure that variance? https://spinningup.openai.com/en/latest/spinningup/rl_intro3.html 12 comments reinforcementlearning
- How to say algoX trains the agent faster than algoY https://spinningup.openai.com/en/latest/spinningup/spinningup.html#doing-rigorous-research-in-rl 6 comments reinforcementlearning
- Policy Gradient - computing Loss Function https://spinningup.openai.com/en/latest/spinningup/rl_intro3.html 4 comments reinforcementlearning
- Soft Actor-Critic with Discrete Actions https://spinningup.openai.com/en/latest/algorithms/sac.html 6 comments reinforcementlearning
- How to extend the REINFORCE algorithm to continuous action space ? https://spinningup.openai.com/en/latest/spinningup/rl_intro3.html 3 comments reinforcementlearning
- [D] Key Papers in Deep RL https://spinningup.openai.com/en/latest/spinningup/keypapers.html 3 comments reinforcementlearning
Linking pages
- GitHub - josephmisiti/awesome-machine-learning: A curated list of awesome Machine Learning frameworks, libraries and software. https://github.com/josephmisiti/awesome-machine-learning 58 comments
- GitHub - owainlewis/awesome-artificial-intelligence: A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers. https://github.com/owainlewis/awesome-artificial-intelligence 35 comments
- Minimal-trust investigations https://www.cold-takes.com/minimal-trust-investigations/ 0 comments
- GitHub - ChristosChristofidis/awesome-deep-learning: A curated list of awesome Deep Learning tutorials, projects and communities. https://github.com/ChristosChristofidis/awesome-deep-learning 0 comments
- GitHub - omerbsezer/Reinforcement_learning_tutorial_with_demo: Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc.. https://github.com/omerbsezer/Reinforcement_learning_tutorial_with_demo 0 comments
- Bellman Equations, Dynamic Programming and Reinforcement Learning (part 1) int8.io https://int8.io/bellman-equations-reinforcement-learning/ 0 comments