DDPG and TD3 (RLVS 2021 version)

In this video I'm presenting the DDPG and TD3 algorithms. This video was recorded for the RLVS (the Reinforcement Learning Virtual School) organized by ANITI: https://rlvs.aniti.fr/ The corresponding slides are available here: https://master-dac.isir.upmc.fr/rl/11...

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SAC and TQC (RLVS 2021 version)
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SAC and TQC (RLVS 2021 version)

An introduction to Policy Gradient methods - Deep Reinforcement Learning
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An introduction to Policy Gradient methods - Deep Reinforcement Learning

Proximal Policy Optimization Explained
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Proximal Policy Optimization Explained

DDPG
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DDPG

CS885 Lecture 7b: Actor Critic
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CS885 Lecture 7b: Actor Critic

L5 DDPG and SAC (Foundations of Deep RL Series)
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L5 DDPG and SAC (Foundations of Deep RL Series)

Overview of Deep Reinforcement Learning Methods
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Overview of Deep Reinforcement Learning Methods

Policy Gradient Methods | Reinforcement Learning Part 6
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Policy Gradient Methods | Reinforcement Learning Part 6

Policy Gradient Theorem Explained - Reinforcement Learning
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Policy Gradient Theorem Explained - Reinforcement Learning

Reinforcement Learning - "DDPG" explained
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Reinforcement Learning - "DDPG" explained

Artificial Intelligence Learns to Walk with Actor Critic Deep Reinforcement Learning | TD3 Tutorial
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Artificial Intelligence Learns to Walk with Actor Critic Deep Reinforcement Learning | TD3 Tutorial

Q-Learning: Model Free Reinforcement Learning and Temporal Difference Learning
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Q-Learning: Model Free Reinforcement Learning and Temporal Difference Learning

Deep Q-Network & Dueling network architectures for deep reinforcement learning
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Deep Q-Network & Dueling network architectures for deep reinforcement learning

Everything You Need to Know About Deep Deterministic Policy Gradients (DDPG) | Tensorflow 2 Tutorial
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Everything You Need to Know About Deep Deterministic Policy Gradients (DDPG) | Tensorflow 2 Tutorial

Proximal Policy Optimization (PPO) is Easy With PyTorch | Full PPO Tutorial
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Proximal Policy Optimization (PPO) is Easy With PyTorch | Full PPO Tutorial

Mastering Continuous Robotic Control with TD3 | Twin Delayed Deep Deterministic Policy Gradients
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Mastering Continuous Robotic Control with TD3 | Twin Delayed Deep Deterministic Policy Gradients

Reinforcement Learning 6: Policy Gradients and Actor Critics
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Reinforcement Learning 6: Policy Gradients and Actor Critics

Reinforcement Learning in Continuous Action Spaces | DDPG Tutorial (Pytorch)
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Reinforcement Learning in Continuous Action Spaces | DDPG Tutorial (Pytorch)

Soft Actor Critic (V2)
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Soft Actor Critic (V2)

Does your PPO agent fail to learn?
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Does your PPO agent fail to learn?