Topic

DQN

4 posts

ExperimentsOct 1, 2024

Mastering Atari's Pong with Reinforcement Learning: Overcoming Sparse Rewards and Optimizing Performance

Train an RL agent to master Atari's Pong with sparse rewards and high-dimensional inputs. Explore preprocessing, replay buffers, and performance-boosting strategies

Gymnasium DQN PPO Atari

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ExperimentsSep 1, 2024

Solving Gymnasium's Car Racing with Reinforcement Learning

Learn how to apply reinforcement learning to solve Gymnasium's Car Racing game, see how different algorithms perform, and explore whether discrete or continuous action spaces are better.

Gymnasium PPO DQN SAC

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ExperimentsAug 1, 2024

Comparing how PPO, SAC, and DQN Perform on Gymnasium's Lunar Lander

Explore how different On-Policy and Off-Policy reinforcement learning algorithms perform on Gymnasium's Lunar Lander

DQN Gymnasium PPO SAC

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ExperimentsJul 1, 2024

Solving Gymnasium's Lunar Lander with Deep Q Learning (DQN)

Learn how the Reinforcement Learning Algorithm Deep Q Learning (DQN) works and apply it to solve Gymnasium's Lunar Lander

DQN Gymnasium Reinforcement Learning

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