68.
Reward eng should be the last resort in RL. Curriculum + simple reward
Reward eng should be the last resort in RL. Curriculum + simple reward
@jsuarez on Backlist
5 appearances on the backlist front page in the last 30 days.
68.
You can train drones in 30 seconds. This was a year ago. PufferLib is 5x faster now!
You can train drones in 30 seconds. This was a year ago. PufferLib is 5x faster now!
42.
Play with the demos. Training up to 20M steps/second on a single GPU. Most envs training in seconds to minutes, i…
Play with the demos. Training up to 20M steps/second on a single GPU. Most envs training in seconds to minutes, including our client envs. Turns out mazes and 2048 without exploiting domain knowledge are just harder than many real world pro
30.
Reinforcement learning research with Joseph Suarez
Reinforcement learning research with Joseph Suarez
55.
This week, I solved a problem in RL involving ludicrous sparsity that I have been thinking about since 2018. Init…
This week, I solved a problem in RL involving ludicrous sparsity that I have been thinking about since 2018. Initial sweeps are showing SOTA on one of our most consistently informative test envs. Blog post soon. For now, you can follow the