Projects in Awesome Lists tagged with drl-pytorch
A curated list of projects in awesome lists tagged with drl-pytorch .
https://github.com/ai4finance-foundation/elegantrl
Massively Parallel Deep Reinforcement Learning. 🔥
a2c bipedalwalkerhardcore ddpg dqn drl-pytorch efficient gae lightweight model-free-rl multiple-gpu per ppo pytorch reinforcement-learning sac stable td3
Last synced: 13 May 2025
https://github.com/AI4Finance-Foundation/ElegantRL
Massively Parallel Deep Reinforcement Learning. 🔥
a2c bipedalwalkerhardcore ddpg dqn drl-pytorch efficient gae lightweight model-free-rl multiple-gpu per ppo pytorch reinforcement-learning sac stable td3
Last synced: 02 Apr 2025
https://github.com/mehdishahbazi/dqn-frozenlake-gymnasium
This repo implements Deep Q-Network (DQN) for solving the Frozenlake-v1 environment of the Gymnasium library using Python 3.8 and PyTorch 2.0.1 in both 4x4 and 8x8 map sizes.
deep-learning deep-q-learning deep-q-network deep-reinforcement-learning dqn drl drl-pytorch frozenlake gym gymnasium python pytorch q-learning reinforcement-learning
Last synced: 12 Apr 2025
https://github.com/mehdishahbazi/dqn-cliff-walking-gymnasium
This repo implements Deep Q-Network (DQN) for solving the Cliff Walking v0 environment of the Gymnasium library using Python 3.8 and PyTorch 2.0.1 with the finest tuning.
cliff-walking-problem cliffwalking deep-learning deep-q-learning deep-q-network deep-reinforcement-learning dqn drl drl-pytorch gym gymnasium python pytorch q-learning reinforcement-learning
Last synced: 22 Apr 2025
https://github.com/mehdishahbazi/dqn-mountain-car-gymnasium
This repo implements Deep Q-Network (DQN) for solving the Mountain Car v0 environment (discrete version) of the Gymnasium library using Python 3.8 and PyTorch 2.0.1 with a custom reward function for faster convergence.
deep-learning deep-q-learning deep-q-network deep-reinforcement-learning discrete dqn drl drl-pytorch gym gymnasium mountain-car mountain-car-discrete mountain-car-problem python pytorch q-learning reinforcement-learning
Last synced: 12 Apr 2025
https://github.com/dev0guy/amgu
🚦 Traffic Management System 🚏 With Deep Reinforcement Learning 🚗
cityflow drl-pytorch library open-source rllib traffic
Last synced: 08 Apr 2025
https://github.com/mehdishahbazi/reinforce-cart-pole-gymnasium
This repo implements the REINFORCE algorithm for solving the Cart Pole V1 environment of the Gymnasium library using Python 3.8 and PyTorch 2.0.1.
cart cart-pole cart-pole-balancing cart-pole-v1 deep-learning deep-reinforcement-learning drl drl-pytorch gym gymnasium pendulum policy policy-based policy-gradient policy-optimization python pytorch reinforce reinforce-algorithm reinforcement-learning
Last synced: 24 Feb 2025