Post | LinkedIn

6 papers for a better understanding of reinforcement learning🏆📚! Find them in the comments below ⬇️ ——————————————————————— #reinforcementlearning ...

Aurimas Nausėdas 3y Edited Report this post 6 papers for a better understanding of reinforcement learning🏆📚! Find them in the comments below ⬇️ ——————————————————————— #reinforcementlearning #machinelearning 139 6 Comments Like Comment Share Copy LinkedIn Facebook X Aurimas Nausėdas 3y Report this comment 6. "Human-level performance in 3D multiplayer games with population-based reinforcement learning" by DeepMind DeepMind proposed a reinforcement learning architecture used to achieve superhuman performance in the Quake III Arena in Capture the Flag game. No more previous content No more next

related reading

• The upcoming GPT-3 moment for RL | Mechanize, Inc.mechanize.work
• Key Papers in Deep RL - Spinning Up documentationspinningup.openai.com
• Explore | alphaXivalphaxiv.org
• Q-learning is not yet scalableseohong.me
• How DeepMind's Generally Capable Agents Were Trained — LessWronglesswrong.com
• Deep Reinforcement Learning Doesn't Work Yetalexirpan.com
• Selected Publicationsjoschu.net
• [1709.06560] Deep Reinforcement Learning that Mattersarxiv.org
• [2412.14135] Scaling of Search and Learning: A Roadmap to Reproduce o1 from Reinforcement Learning Perspectivearxiv.org
• [2606.05555] Representation Learning Enables Scalable Multitask Deep Reinforcement Learningarxiv.org
• [2309.00267] RLAIF vs. RLHF: Scaling Reinforcement Learning from Human Feedback with AI Feedbackarxiv.org
• LLM Resourcesforrestbicker.com