Dota 2 with Large Scale Deep Reinforcement Learning — mentioned by kwant_kiddo

Sun, 19 Nov 2023 22:37:16 GMT

What makes you think it is 'his' work and not theirs? I remember when OpenAI was just a joke compared to Deepmind. The turning point (as I remember) was when they used [1] deep reinforcement learning on dota2. clearly iyla (also one of the authors) contributed, but so did many others on the team I assume? [1]: https://arxiv.org/pdf/1912.06680.pdf

Paper and discussion history. A mention is not an endorsement.

Dota 2 with Large Scale Deep Reinforcement Learning — mentioned by sanxiyn

Mon, 27 Jun 2022 23:44:15 GMT

If you are interested in hot-swapping, I highly recommend OpenAI Five paper: https://arxiv.org/abs/1912.06680. It includes 10 months log of how they adapted the model to releases of Dota 2 version 7.19, 7.20, and 7.21. I agree hot-swapping is underreported, but there are some good existing reports. In fact, OpenAI Five paper today is probably more valuable for its details on hot-swapping than its details on main model which used LSTM and not transformer.

Paper and discussion history. A mention is not an endorsement.

Dota 2 with Large Scale Deep Reinforcement Learning · HackerPapers discussions

Dota 2 with Large Scale Deep Reinforcement Learning — mentioned by kwant_kiddo

Dota 2 with Large Scale Deep Reinforcement Learning — mentioned by sanxiyn