Implementation of the Option-Critic Architecture on the Atari (ALE) environment
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lecture-notebooks-2022by Optimal-Control-16-745
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Deep-Reinforcement-Learning-Practiceby xiaochus
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Implementation of advantage-weighted regression.
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An easy-to-use reinforcement learning library for research and education.
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Excellent Environments for Reinforcement Learning Benchmarking （强化学习环境集）
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Python 125 Version:Current License: No License (No License)
License: No License (No License)Experimental code supporting the results presented in the scientific research paper entitled "An Application of Deep Reinforcement Learning to Algorithmic Trading"
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Elm offline documentation previewer
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pytorch-learn-reinforcement-learningby gordicaleksa
Python 124 Version:Current License: Permissive (MIT)
A collection of various RL algorithms like policy gradients, DQN and PPO. The goal of this repo will be to make it a go-to resource for learning about RL. How to visualize, debug and solve RL problems. I've additionally included playground.py for learning more about OpenAI gym, etc.
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Multi-objective Gymnasium environments for reinforcement learning
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Vectorized interface for reinforcement learning environments
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Baba Is You simulator using C++ with some reinforcement learning
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Curiosity-driven Exploration by Self-supervised Prediction for Street Fighter III Third Strike
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rlai-exercisesby iamhectorotero
Jupyter Notebook 123 Version:Current License: No License (No License)
License: No License (No License)Exercise Solutions for Reinforcement Learning: An Introduction [2nd Edition]
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A Model Predictive Control (MPC) Python library based on the OSQP solver.
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Proximal Policy Optimization (PPO) algorithm for Contra
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Master Thesis: Limit order placement with Reinforcement Learning
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A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
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AAAI 2018 - Unsupervised video summarization with deep reinforcement learning (Theano)
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A collection of baselines for the MineRL environment/datasets & the NeurIPS 2021 MineRL competitions
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Multi-armed bandit simulation library
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An OpenAi Gym environment for the Job Shop Scheduling problem.
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Stochastic Latent Actor-Critic: Deep Reinforcement Learning with a Latent Variable Model
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Atari - Deep Reinforcement Learning algorithms in TensorFlow
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Startcraft II Machine Learning research with DeepMind pysc2 python library .mini-games and agents.
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Implementation of 'A Distributional Perspective on Reinforcement Learning' and 'Distributional Reinforcement Learning with Quantile Regression' based on OpenAi DQN baselines.
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PPO implementation for OpenAI gym environment based on Unity ML Agents
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Chinese Translation for Book 《Reinforcement Learning- An Introduction》-Second Edition
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C51-DDQN in Keras
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Reinforcement learning models in ViZDoom environment
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Deep-Portfolio-Management-Reinforcement-Learningby selimamrouni
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License: No License (No License)This repository presents our work during a project realized in the context of the IEOR 8100 RL Class at Columbia University.
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impact-driven-explorationby facebookresearch
Python 117 Version:Current License: Proprietary (Proprietary)
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Easy-to-use micro-wrappers for Gym and PettingZoo based RL Environments
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Deep-Reinforcement-Learningby chenzomi12
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License: No License (No License)《深度强化学习：原理与实践》，Code of the book <Deep Reinforcement Learning: Principles and Practices>
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Educational API for developing ML (imitation learning or reinforcement learning) agents to play game 2048
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Double-Deep-Q-Learning-for-Resource-Allocationby Engineer1999
Python 116 Version:Current License: No License (No License)
License: No License (No License)Reproduce results of the research article "Deep Reinforcement Learning Based Resource Allocation for V2V Communications"
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option_criticby jeanharb
Implementation of the Option-Critic Architecture on the Atari (ALE) environment
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NeuralDialog-ZSDGby snakeztc
PyTorch codebase for zero-shot dialog generation SIGDIAL 2018, It is released by Tiancheng Zhao (Tony) from Dialog Research Center, LTI, CMU
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aixijsby aslanides
AIXIjs - General Reinforcement Learning in the Browser
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DQN-based-UAV-3D_path_planerby young-how
Realization of UAV's Track Planning in 3D Urban Environment Based on Reinforcement Learning Algorithm(DQN)
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automerge-repoby automerge
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lecture-notebooks-2022by Optimal-Control-16-745
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despotby AdaCompNUS
The DESPOT online POMDP solver
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vganby akanazawa
Code for image generation of Variational Discriminator Bottleneck: Improving Imitation Learning, Inverse RL, and GANs by Constraining Information Flow
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rltimeby opherlieber
RLtime is a reinforcement learning library focused on state-of-the-art q-learning algorithms and features
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sc2readerby ggtracker
Extracts gameplay information from Starcraft II replay files
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RL-Quadcopterby udacity
Teach a Quadcopter How to Fly!
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RL-Job-Shop-Schedulingby prosysscience
Reinforcement learning approach for job shop scheduling
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Deep-Reinforcement-Learning-Practiceby xiaochus
Practice of Deep Reinforcement Learning with Keras and gym.
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awrby xbpeng
Implementation of advantage-weighted regression.
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pytorch-trpoby mjacar
PyTorch Implementation of Trust Region Policy Optimization (TRPO)
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rlberryby rlberry-py
An easy-to-use reinforcement learning library for research and education.
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ros2learnby AcutronicRobotics
ROS 2 enabled Machine Learning algorithms
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RLSchoolby PaddlePaddle
Excellent Environments for Reinforcement Learning Benchmarking （强化学习环境集）
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CustomNavMeshby jadvrodrigues
Alternative to Unity's NavMesh system where the agents avoid each other.
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An-Application-of-Deep-Reinforcement-Learning-to-Algorithmic-Tradingby ThibautTheate
Experimental code supporting the results presented in the scientific research paper entitled "An Application of Deep Reinforcement Learning to Algorithmic Trading"
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elm-doc-previewby dmy
Elm offline documentation previewer
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pytorch-learn-reinforcement-learningby gordicaleksa
A collection of various RL algorithms like policy gradients, DQN and PPO. The goal of this repo will be to make it a go-to resource for learning about RL. How to visualize, debug and solve RL problems. I've additionally included playground.py for learning more about OpenAI gym, etc.
Python 124Updated: 2 y ago License: Permissive (MIT)
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MO-Gymnasiumby Farama-Foundation
Multi-objective Gymnasium environments for reinforcement learning
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gym3by openai
Vectorized interface for reinforcement learning environments
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baba-is-autoby utilForever
Baba Is You simulator using C++ with some reinforcement learning
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Street-fighter-A3C-ICM-pytorchby uvipen
Curiosity-driven Exploration by Self-supervised Prediction for Street Fighter III Third Strike
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rlai-exercisesby iamhectorotero
Exercise Solutions for Reinforcement Learning: An Introduction [2nd Edition]
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pyMPCby forgi86
A Model Predictive Control (MPC) Python library based on the OSQP solver.
Python 122Updated: 2 y ago License: Permissive (MIT)
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Contra-PPO-pytorchby uvipen
Proximal Policy Optimization (PPO) algorithm for Contra
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ctc-executionerby mjuchli
Master Thesis: Limit order placement with Reinforcement Learning
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TRPO-in-MARLby cyanrain7
Python 122Updated: 2 y ago License: Permissive (MIT)
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rlby facebookresearch
A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
Python 122Updated: 3 y ago License: Permissive (MIT)
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vsumm-reinforceby KaiyangZhou
AAAI 2018 - Unsupervised video summarization with deep reinforcement learning (Theano)
Python 121Updated: 2 y ago License: Permissive (MIT)
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baselinesby minerllabs
A collection of baselines for the MineRL environment/datasets & the NeurIPS 2021 MineRL competitions
Python 121Updated: 4 y ago License: Permissive (MIT)
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banditlibby jkomiyama
Multi-armed bandit simulation library
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JSSEnvby prosysscience
An OpenAi Gym environment for the Job Shop Scheduling problem.
Python 121Updated: 2 y ago License: Permissive (MIT)
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slacby alexlee-gk
Stochastic Latent Actor-Critic: Deep Reinforcement Learning with a Latent Variable Model
Python 120Updated: 4 y ago License: Permissive (MIT)
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atari-rlby brendanator
Atari - Deep Reinforcement Learning algorithms in TensorFlow
Python 120Updated: 4 y ago License: Permissive (MIT)
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Startcraft_pysc2_minigamesby SoyGema
Startcraft II Machine Learning research with DeepMind pysc2 python library .mini-games and agents.
Python 119Updated: 4 y ago License: Permissive (Apache-2.0)
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distributional-dqnby Silvicek
Implementation of 'A Distributional Perspective on Reinforcement Learning' and 'Distributional Reinforcement Learning with Quantile Regression' based on OpenAi DQN baselines.
Python 119Updated: 4 y ago License: Permissive (MIT)
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PPOby EmbersArc
PPO implementation for OpenAI gym environment based on Unity ML Agents
Python 119Updated: 4 y ago License: No License (No License)
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rl-intro-book-chineseby dbsxdbsx
Chinese Translation for Book 《Reinforcement Learning- An Introduction》-Second Edition
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doom-net-pytorchby akolishchak
Reinforcement learning models in ViZDoom environment
Python 118Updated: 4 y ago License: Permissive (MIT)
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Deep-Portfolio-Management-Reinforcement-Learningby selimamrouni
This repository presents our work during a project realized in the context of the IEOR 8100 RL Class at Columbia University.
Jupyter Notebook 118Updated: 3 y ago License: No License (No License)
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impact-driven-explorationby facebookresearch
impact-driven-exploration
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SuperSuitby PettingZoo-Team
Easy-to-use micro-wrappers for Gym and PettingZoo based RL Environments
Python 117Updated: 4 y ago License: Permissive (MIT)
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Deep-Reinforcement-Learningby chenzomi12
《深度强化学习：原理与实践》，Code of the book <Deep Reinforcement Learning: Principles and Practices>
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2048-apiby duducheng
Educational API for developing ML (imitation learning or reinforcement learning) agents to play game 2048
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Double-Deep-Q-Learning-for-Resource-Allocationby Engineer1999
Reproduce results of the research article "Deep Reinforcement Learning Based Resource Allocation for V2V Communications"
Python 116Updated: 2 y ago License: No License (No License)
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