Reinforcement learning theory book about foundations of deep RL algorithms with proofs.
-
Updated
Jun 6, 2025 - TeX
#
deep-reinforcement-learning
Here are 22 public repositories matching this topic...
Simulation based Soft Continuum Robot Control via Reinforcement Learning
reinforcement-learning robotics keras deep-reinforcement-learning pytorch ddpg keras-tensorflow ddpg-algorithm ddpg-pytorch ddpg-keras
-
Updated
Oct 21, 2025 - TeX
A deep reinforcement learning approach to search engine ranking (PyTorch). Final Project for UC Berkeley's CS 285: Deep Reinforcement Learning, Decision Making, and Control
-
Updated
May 5, 2024 - TeX
QECO: A QoE-Oriented Computation Offloading Algorithm based on Deep Reinforcement Learning for Mobile Edge Computing
deep-reinforcement-learning edge-computing computation-offloading qoe-measurements mobile-edge-computing ieee-journal
-
Updated
Sep 29, 2024 - TeX
A summary of important concepts and algorithms in RL
awesome latex reinforcement-learning deep-reinforcement-learning interview cheatsheet rl cheat-sheet sutton-barto-book
-
Updated
Apr 1, 2022 - TeX
Deep Reinforcement Learning in Autonomous Driving: the A3C algorithm used to make a car learn to drive in TORCS; Python 3.5, Tensorflow, tensorboard, numpy, gym-torcs, ubuntu, latex
python multi-threading deep-neural-networks latex reinforcement-learning deep-learning asynchronous tensorflow numpy deep-reinforcement-learning multithreading python-3-5 torcs reinforcement-learning-algorithms tensorboard a3c autonomous-driving actor-critic advantage-actor-critic gym-torcs
-
Updated
Dec 10, 2017 - TeX
🐲 Stanford CS234 : Reinforcement Learning
reinforcement-learning deep-reinforcement-learning stanford-university openai rl reinforcement-agents cs234 mote-carlo-tree-search
-
Updated
Jun 8, 2019 - TeX
Reinforcement Learning agent that plays Briscola, a famous Italian card game
game python machine-learning reinforcement-learning ai deep-learning ml deep-reinforcement-learning pytorch game-theory actor-critic proximal-policy-optimization ppo multi-agent-reinforcement-learning briscola
-
Updated
Jan 24, 2024 - TeX
Samson's MIT Master's Degree Thesis: "Multi-Agent Deep Reinforcement Learning and GAN-Based Market Simulation for Derivatives Pricing and Dynamic Hedging".
-
Updated
Sep 8, 2023 - TeX
Using the DRL algorithms put forward by Deepmind to play Atari 2600 Games with a comparison of algorithm performance
-
Updated
May 9, 2018 - TeX
presentation on "AI Supremacy in Games: Deep Blue, Watson, Cepheus, AlphaGo, DeepStack and TensorCFR"
deep-learning neural-network presentation deep-reinforcement-learning artificial-intelligence game-theory
-
Updated
Jun 19, 2018 - TeX
Distributed Deep Reinforcement Learning for Large Scale Robotic Simulations 👨💻🤖🕸🕹🕷❤️👨🔬
robotics deep-reinforcement-learning pytorch artificial-general-intelligence distributed-deep-learning
-
Updated
Aug 11, 2019 - TeX
My Master's Thesis on Variational Optimization of Neural Networks written at the Technical University of Denmark
python machine-learning deep-learning deep-reinforcement-learning pytorch probability-distributions gradient-descent variance-reduction sampling-methods variational-method natural-gradients
-
Updated
Dec 1, 2021 - TeX
TFM. DatCom 2020/2021.
-
Updated
Oct 3, 2024 - TeX
My Ph.D. thesis "Contributions to Deep Transfer Learning: from supervised to reinforcement learning", obtained at the Department of Computer Science and Electrical Engineering of the University of Liege
-
Updated
Apr 8, 2022 - TeX
Implementation of Deep Q Network for the Banana environment in the context of "Navigation", the first Udacity Deep Reinforcement Learning Nanodegree project.
machine-learning udacity reinforcement-learning deep-learning unity deep-reinforcement-learning udacity-nanodegree udacity-deep-reinforcement-learning
-
Updated
Apr 18, 2021 - TeX
Implementation of Multi-Agent Deep Deterministic Policy Gradient (MADDPG) for the Tennis environment in the context of "Collaboration and Competition", the third Udacity Deep Reinforcement Learning Nanodegree project.
machine-learning udacity reinforcement-learning deep-learning unity deep-reinforcement-learning tennis udacity-nanodegree agents maddpg udacity-deep-reinforcement-learning
-
Updated
Jun 15, 2021 - TeX
RL-cheat-sheet
-
Updated
Apr 1, 2019 - TeX
Combining Reinforcement Learning and Search for Cooperative Trajectory Planning
-
Updated
Aug 19, 2021 - TeX
Improve this page
Add a description, image, and links to the deep-reinforcement-learning topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the deep-reinforcement-learning topic, visit your repo's landing page and select "manage topics."