Certificate in Advanced Reinforcement Learning Techniques
-- ViewingNowThe Certificate in Advanced Reinforcement Learning Techniques course is a comprehensive program designed to equip learners with the essential skills required to excel in the field of reinforcement learning. This course covers advanced techniques in reinforcement learning, including deep reinforcement learning, meta-learning, and multi-agent systems.
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โข Advanced Reinforcement Learning Algorithms
โข Deep Q-Networks (DQN) and Double DQN
โข Policy Gradients and Actor-Critic Methods
โข Proximal Policy Optimization (PPO) and Trust Region Policy Optimization (TRPO)
โข Deep Deterministic Policy Gradient (DDPG)
โข Soft Actor-Critic (SAC) and Twin Delayed DDPG (TD3)
โข Monte Carlo Tree Search (MCTS) and AlphaGo
โข Multi-Agent Reinforcement Learning (MARL) and Curriculum Learning
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