actor-critic
Here are 338 public repositories matching this topic...
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
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Jun 10, 2024 - Python
A collection of reinforcement learning algorithm implementations
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Jun 10, 2024 - Jupyter Notebook
A python library wrapping energyplus' python API and focused on training and testing of different control strategies, specially Reinforcement Learning agents
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Jun 6, 2024 - Python
A Torch Based RL Framework for Rapid Prototyping of Research Papers
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May 29, 2024 - Python
Deep Reinforcement Learning for Portfolio Optimization and Trading
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May 26, 2024 - Jupyter Notebook
repo for learning reinforcement learning from scratch
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May 25, 2024 - Python
Several RL-agents are tested on classical environments and benchmarked against their stable-baselines implementation.
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May 25, 2024 - Python
This project provides a comprehensive understanding of reinforcement learning, focusing on Actor Critic Algorithms. It involves exploring the OpenAI Gym library, implementing the A2C algorithm from DeepMind's seminal paper, and enhancing the A2C algorithm for improved performance and stability.
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May 21, 2024 - Jupyter Notebook
Clean baseline implementation of PPO using an episodic TransformerXL memory
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May 13, 2024 - Python
Book repository for AlphaGo Simplified (CRC Press 2024). Implement ideas behind Deep Blue (rule-based AI) and AlphaGo (rule-based AI + Deep Learning) in three simple games: Last Coin Standing, Tic Tac Toe, and Connect Four.
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May 13, 2024 - Jupyter Notebook
Snake game environment integrated with OpenAI Gym. Proximal Policy Optimization (PPO) implementation for training. Visualization of training progress and agent performance. Easy to understand code.
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May 9, 2024 - Jupyter Notebook
Reinforcement Learning Algorithms in a simple Gridworld
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May 8, 2024 - Jupyter Notebook
Teach a creature to walk by itself (in work)
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May 29, 2024 - C++
Baseline implementation of recurrent PPO using truncated BPTT
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Apr 28, 2024 - Jupyter Notebook
CS 5180 Reinforcement Learning: Final Project
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Apr 25, 2024 - Jupyter Notebook
A Python-based repository with implementations of RL algorithms, featuring visualization tools and benchmarks
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Apr 23, 2024 - Python
Yet another 2048 in reinforcement learning
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Apr 2, 2024 - Jupyter Notebook
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
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Mar 31, 2024 - Python
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