Control Traffic lights intelligently with Reinforcement Learning!
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Updated
Jun 11, 2020 - Jupyter Notebook
Control Traffic lights intelligently with Reinforcement Learning!
Implemenation of DDPG with numpy only (without Tensorflow)
Look Back When Surprised: Stabilizing Reverse Experience Replay for Neural Approximation
Saves replay buffer files to game-specific folders (like ShadowPlay).
An OBS Studio plugin that extends the built-in Replay Buffer. Save recent footage at different lengths (e.g., 30 seconds, 5 minutes), automatically trimming the replay buffer without re-encoding.
A simple numpy memmap replay buffer for RL and personal use-cases
This repository contains Double deep Q learning algorithm implemented on Atari Space Invaders game. The agent is trained completely on Google Colab.
Moves OBS replay buffer recordings into folders based on the active window.
Restarts the replay buffer when saving a clip to prevent clip overlapping and plays audio
Design and training of an RL agent to control a Quadcopter using Actor-Critic RL method
Replay buffer implementations for reinforcement learning agents
A background clipping tool optimized for Wayland and X11.
Clean, modular DQN in PyTorch with Double/Dueling options and MLP/CNN/LSTM backbones—plug-and-play for Gymnasium environments.
A simple buffer for experience replay in reinforcement learning, etc.
Plugin for OBS that stops/starts replay buffer when the Windows system goes to sleep/wakes up.
This material describe the Q-function approximator for DQN/DDQN and the policy-value network used in PPO. Key components include experience replay and target network updates for DQN-based methods, and clipped objective with generalized advantage estimation for PPO.
Breakout
Dendritic-inspired contextual routing with affine modulation and micro-replay for sequential feature-conflict learning.
Dendritic-inspired contextual routing with affine modulation and micro-replay for sequential feature-conflict learning.
Instant audio sampling for Linux — continuously buffers system audio, save the last N seconds to WAV on demand
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