Machine learning

HF Deep RL Course — Unit 8 (Proximal Policy Optimization, PPO)

HF Deep RL Course — Unit 8 (Proximal Policy Optimization, PPO) Source: Hugging Face Deep RL C...

HF Deep RL Course — Unit 7 (Multi-Agent RL & Self-Play)

HF Deep RL Course — Unit 7 (Multi-Agent RL & Self-Play) Source: Hugging Face Deep RL Cour...

HF Deep RL Course — Unit 6 (Advantage Actor-Critic, A2C)

HF Deep RL Course — Unit 6 (Advantage Actor-Critic, A2C) Source: Hugging Face Deep RL Course,...

HF Deep RL Course — Unit 5 (Unity ML-Agents)

HF Deep RL Course — Unit 5 (Unity ML-Agents) Source: Hugging Face Deep RL Course, Unit 5 — no...

HF Deep RL Course — Unit 4 (Policy Gradient & REINFORCE)

HF Deep RL Course — Unit 4 (Policy Gradient & REINFORCE) Source: Hugging Face Deep RL Cou...

HF Deep RL Course — Unit 3 (Deep Q-Learning)

HF Deep RL Course — Unit 3 (Deep Q-Learning) Source: Hugging Face Deep RL Course, Unit 3 — no...

HF Deep RL Course — Unit 2 (Q-Learning)

HF Deep RL Course — Unit 2 (Q-Learning) Source: Hugging Face Deep RL Course, Unit 2 — notes f...

HF Deep RL Course — Bonus Unit 5 (Imitation Learning with Godot)

HF Deep RL Course — Bonus Unit 5 (Imitation Learning with Godot) Source: Hugging Face Deep RL...

HF Deep RL Course — Bonus Unit 3 (Advanced Topics in RL)

HF Deep RL Course — Bonus Unit 3 (Advanced Topics in RL) Source: Hugging Face Deep RL Course,...

HF Deep RL Course — Bonus Unit 2 (Hyperparameter Tuning with Optuna)

HF Deep RL Course — Bonus Unit 2 (Hyperparameter Tuning with Optuna) Source: Hugging Face Dee...

HF Deep RL Course — Unit 1 (Introduction to Deep RL)

HF Deep RL Course — Unit 1 (Introduction to Deep RL) Source: Hugging Face Deep RL Course, Uni...

Theory and Methods for Reinforcement Learning — Lec.4 & 5

Lecture Notes: Policy Gradient (PG) I & II — From PG Theorem to NPG, TRPO, PPO, and OPPO ...

Theory and Methods for Reinforcement Learning — Lec.2

Theory and Methods for Reinforcement Learning — Lec.2 Keypoints: Markov Chains Mar...

Deep Reinforcement Learning 03 (Intro to RL)

Deep Reinforcement Learning 03 (Intro to RL) Keypoints: Definitions The goal of Rein...

Deep Reinforcement Learning 02 (Imitation Learning)

Deep Reinforcement Learning 02 (Imitation Learning) Keypoints: Imitation Learning ...

Deep Reinforcement Learning 01

Deep Reinforcement Learning 01 Keypoints: Introduction What is Reinforcemen...