csingh27 / Deep-Q-Learning-From-Scratch-Raw

Deep Q-Learning for Playing Atari - Raw

Deep-Q-Learning-From-Scratch-Raw

Deep Q-Learning for Playing Atari - Raw

pip install "gymnasium[atari, accept-rom-license]" export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/home//.mujoco/mujoco210/bin export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/usr/lib/nvidia

• RL Framework

• Problem Formulation
• Environment
• Agent
• State
• Next State
• Reward
• Action
• Q-Value
• Q'-Value

• Deep Learning

• Data
• DQN Architecture
• Model Training
• Model Training

• Deep RL Framework

• Experience Replay