Estimating best nanomaterial for energy harvesting through reinforcement learning DQN coupled wit...

Estimating best nanomaterial for energy harvesting through reinforcement learning DQN coupled with fuzzy PROMETHEE under road-based conditions  Nature.com

Rainbow: The Colorful Evolution of Deep Q-Networks 🌈 - Towards Data Science

Rainbow: The Colorful Evolution of Deep Q-Networks 🌈  Towards Data Science

Makespan Optimisation in Cloudlet Scheduling with Improved DQN Algorithm in Cloud Computing - Wil...

Makespan Optimisation in Cloudlet Scheduling with Improved DQN Algorithm in Cloud Computing  Wiley Online Library

Multi-level deep Q-networks for Bitcoin trading strategies - Scientific Reports - Nature.com

Multi-level deep Q-networks for Bitcoin trading strategies - Scientific Reports  Nature.com

An Overview of Advancements in Deep Reinforcement Learning (Deep RL) - MarkTechPost

An Overview of Advancements in Deep Reinforcement Learning (Deep RL)  MarkTechPost

OpenAI Baselines: DQN - OpenAI

OpenAI Baselines: DQN  OpenAI

Navigating Bias in AI: Challenges and Mitigations in RLHF - hackernoon.com

Navigating Bias in AI: Challenges and Mitigations in RLHF  hackernoon.com

An Optimistic Perspective on Offline Reinforcement Learning - Google Research

An Optimistic Perspective on Offline Reinforcement Learning  Google Research

Deep Reinforcement Learning - Google DeepMind

Deep Reinforcement Learning  Google DeepMind

A Gentle Introduction to Deep Reinforcement Learning in JAX - Towards Data Science

A Gentle Introduction to Deep Reinforcement Learning in JAX  Towards Data Science

Research on time series prediction of multi-process based on deep learning - Nature.com

Research on time series prediction of multi-process based on deep learning  Nature.com

How to match DeepMind’s Deep Q-Learning score in Breakout - Towards Data Science

How to match DeepMind’s Deep Q-Learning score in Breakout  Towards Data Science

Human-level control through deep reinforcement learning - Nature.com

Human-level control through deep reinforcement learning  Nature.com

Learnings from reproducing DQN for Atari games - Towards Data Science

Learnings from reproducing DQN for Atari games  Towards Data Science

Reinforcement Learning: Deep Q-Networks - Towards Data Science

Reinforcement Learning: Deep Q-Networks  Towards Data Science

Leader–follower UAVs formation control based on a deep Q-network collaborative framework - Nature...

Leader–follower UAVs formation control based on a deep Q-network collaborative framework  Nature.com

Techniques to Improve the Performance of a DQN Agent - Towards Data Science

Techniques to Improve the Performance of a DQN Agent  Towards Data Science

Dueling Deep Q Networks. Dueling Network Architectures for Deep… | by Chris Yoon - Towards Data S...

Dueling Deep Q Networks. Dueling Network Architectures for Deep… | by Chris Yoon  Towards Data Science

A pair of interrelated neural networks in Deep Q-Network | by Rafael Stekolshchik - Towards Data ...

A pair of interrelated neural networks in Deep Q-Network | by Rafael Stekolshchik  Towards Data Science

Welcome to Deep Reinforcement Learning Part 1 : DQN - Towards Data Science

Welcome to Deep Reinforcement Learning Part 1 : DQN  Towards Data Science

How to implement Prioritized Experience Replay for a Deep Q-Network - Towards Data Science

How to implement Prioritized Experience Replay for a Deep Q-Network  Towards Data Science

Beat Atari with Deep Reinforcement Learning! (Part 1: DQN) - Becoming Human: Artificial Intellige...

Beat Atari with Deep Reinforcement Learning! (Part 1: DQN)  Becoming Human: Artificial Intelligence Magazine

Applied Reinforcement Learning III: Deep Q-Networks (DQN) - Towards Data Science

Applied Reinforcement Learning III: Deep Q-Networks (DQN)  Towards Data Science

Training the Lunar Lander Agent With Deep Q-Learning and Its variants - DataDrivenInvestor

Training the Lunar Lander Agent With Deep Q-Learning and Its variants  DataDrivenInvestor

Reinforcement Learning-Guided Long-Timescale Simulation of Hydrogen Transport in Metals - Wiley O...

Reinforcement Learning-Guided Long-Timescale Simulation of Hydrogen Transport in Metals  Wiley Online Library

Google DeepMind’s Latest Machine Learning Breakthrough Revolutionizes Reinforcement Learning with...

Google DeepMind’s Latest Machine Learning Breakthrough Revolutionizes Reinforcement Learning with Mixture-of-Experts for Superior Model Scalability and Performance  MarkTechPost

Optimization of Molecules via Deep Reinforcement Learning - Nature.com

Optimization of Molecules via Deep Reinforcement Learning  Nature.com

Advanced DQNs: Playing Pac-man with Deep Reinforcement Learning - Towards Data Science

Advanced DQNs: Playing Pac-man with Deep Reinforcement Learning  Towards Data Science

Fig. 5: Learning curves of Q-learning, DQN and double-DQN on the... - ResearchGate

Fig. 5: Learning curves of Q-learning, DQN and double-DQN on the...  ResearchGate

Deep Q learning is no rocket science - Towards Data Science

Deep Q learning is no rocket science  Towards Data Science

Reinforcement Learning w/ Keras + OpenAI: DQNs - Towards Data Science

Reinforcement Learning w/ Keras + OpenAI: DQNs  Towards Data Science

Part 2 — Building a deep Q-network to play Gridworld — Catastrophic Forgetting and Experience Rep...

Part 2 — Building a deep Q-network to play Gridworld — Catastrophic Forgetting and Experience Replay  Towards Data Science

Deep reinforcement learning with significant multiplications inference - Nature.com

Deep reinforcement learning with significant multiplications inference  Nature.com

Beat Atari with Deep Reinforcement Learning! (Part 2: DQN improvements) - Becoming Human: Artific...

Beat Atari with Deep Reinforcement Learning! (Part 2: DQN improvements)  Becoming Human: Artificial Intelligence Magazine

From Pixels to Actions: Human-level control through Deep Reinforcement Learning - Google Research

From Pixels to Actions: Human-level control through Deep Reinforcement Learning  Google Research

What Are DQN Reinforcement Learning Models - AIM

What Are DQN Reinforcement Learning Models  AIM

Figure 4. The framework of the LSTM-DQN-based AM scheme. - ResearchGate

Figure 4. The framework of the LSTM-DQN-based AM scheme.  ResearchGate

Figure 6. Averaged-DQN average predicted value in Gridworld. Increasing... - ResearchGate

Figure 6. Averaged-DQN average predicted value in Gridworld. Increasing...  ResearchGate

Deep Reinforcement Learning With Python | Part 3| Using Tensorboard to Analyse Trained Models - T...

Deep Reinforcement Learning With Python | Part 3| Using Tensorboard to Analyse Trained Models  Towards Data Science

Driving Profile Optimization Using a Deep Q-Network to Enhance Electric Vehicle Battery Life - Wi...

Driving Profile Optimization Using a Deep Q-Network to Enhance Electric Vehicle Battery Life  Wiley Online Library

Reinforcement learning Q-learning with illegal actions from scratch - Towards Data Science

Reinforcement learning Q-learning with illegal actions from scratch  Towards Data Science

Figure 10: Implementation of proposed update rule in DQN framework - ResearchGate

Figure 10: Implementation of proposed update rule in DQN framework  ResearchGate

Fig. 9. RL agent incorporating the DQN's neural network and action masking. - ResearchGate

Fig. 9. RL agent incorporating the DQN's neural network and action masking.  ResearchGate

Resource allocation of fog radio access network based on deep reinforcement learning - Wiley Onli...

Resource allocation of fog radio access network based on deep reinforcement learning  Wiley Online Library

Better exploration with parameter noise - OpenAI

Better exploration with parameter noise  OpenAI

Controversial Website Documents Japan’s Noisy Children and Other Phonic ‘Nuisances’ - Oddity Central

Controversial Website Documents Japan’s Noisy Children and Other Phonic ‘Nuisances’  Oddity Central

Reducing the Computational Cost of Deep Reinforcement Learning Research - Google Research

Reducing the Computational Cost of Deep Reinforcement Learning Research  Google Research

Reinforcement Learning w/ Keras + OpenAI: Actor-Critic Models - Towards Data Science

Reinforcement Learning w/ Keras + OpenAI: Actor-Critic Models  Towards Data Science

Robot Obstacle Avoidance Controller Based on Deep Reinforcement Learning - Tang - 2022 - Journal ...

Robot Obstacle Avoidance Controller Based on Deep Reinforcement Learning - Tang - 2022 - Journal of Sensors  Wiley Online Library

Deep Split Q-learning and Ms. Pacman - Towards Data Science

Deep Split Q-learning and Ms. Pacman  Towards Data Science

Deep Reinforcement Learning-Based UAV Path Planning for Energy-Efficient Multitier Cooperative Co...

Deep Reinforcement Learning-Based UAV Path Planning for Energy-Efficient Multitier Cooperative Computing in Wireless Sensor Networks  Wiley Online Library

Evolving Reinforcement Learning Algorithms - Google Research

Evolving Reinforcement Learning Algorithms  Google Research

Creating AI for GameBoy Part 4: Q-Learning and Variations - Towards Data Science

Creating AI for GameBoy Part 4: Q-Learning and Variations  Towards Data Science

Value-based Methods in Deep Reinforcement Learning - Towards Data Science

Value-based Methods in Deep Reinforcement Learning  Towards Data Science

A Smart Cache Content Update Policy Based on Deep Reinforcement Learning - Wiley Online Library

A Smart Cache Content Update Policy Based on Deep Reinforcement Learning  Wiley Online Library

Lessons Learned from Tic-Tac-Toe: Practical Reinforcement Learning Tips - Towards Data Science

Lessons Learned from Tic-Tac-Toe: Practical Reinforcement Learning Tips  Towards Data Science

Agent57: Outperforming the human Atari benchmark - Google DeepMind

Agent57: Outperforming the human Atari benchmark  Google DeepMind

Reinforcement learning with prediction-based rewards - OpenAI

Reinforcement learning with prediction-based rewards  OpenAI

Playing Treasure Drop with Deep Reinforcement Learning — Part 2/3 - Towards Data Science

Playing Treasure Drop with Deep Reinforcement Learning — Part 2/3  Towards Data Science

Multilayer optical thin film design with deep Q learning - Nature.com

Multilayer optical thin film design with deep Q learning  Nature.com

5 Frameworks for Reinforcement Learning on Python - Towards Data Science

5 Frameworks for Reinforcement Learning on Python  Towards Data Science

DouZero: Mastering DouDizhu with Reinforcement Learning - Towards Data Science

DouZero: Mastering DouDizhu with Reinforcement Learning  Towards Data Science

ElegantRL-Helloworld: A Lightweight and Stable Deep Reinforcement Learning Library - Towards Data...

ElegantRL-Helloworld: A Lightweight and Stable Deep Reinforcement Learning Library  Towards Data Science

Self-Supervised Reversibility-Aware Reinforcement Learning - Google Research

Self-Supervised Reversibility-Aware Reinforcement Learning  Google Research

[Retracted] An Automatic Driving Control Method Based on Deep Deterministic Policy Gradient - Wil...

[Retracted] An Automatic Driving Control Method Based on Deep Deterministic Policy Gradient  Wiley Online Library

Artificial intelligence program teaches itself to play Atari games -- and it can beat your high s...

Artificial intelligence program teaches itself to play Atari games -- and it can beat your high score  PBS NewsHour

Energy Efficiency Strategy for Big Data in Cloud Environment Using Deep Reinforcement Learning - ...

Energy Efficiency Strategy for Big Data in Cloud Environment Using Deep Reinforcement Learning  Wiley Online Library

Learning the Dynamic Treatment Regimes from Medical Registry Data through Deep Q-network - Nature...

Learning the Dynamic Treatment Regimes from Medical Registry Data through Deep Q-network  Nature.com

An Enhanced Deep Reinforcement Learning‐Based Global Router for VLSI Design - Wiley Online Library

An Enhanced Deep Reinforcement Learning‐Based Global Router for VLSI Design  Wiley Online Library

Successor Uncertainties. Efficient Exploration in Model-free… | by José Miguel Hernández Lobato -...

Successor Uncertainties. Efficient Exploration in Model-free… | by José Miguel Hernández Lobato  Towards Data Science

Applied Reinforcement Learning V: Normalized Advantage Function (NAF) for Continuous Control - To...

Applied Reinforcement Learning V: Normalized Advantage Function (NAF) for Continuous Control  Towards Data Science

SpaceX Falcon 9 Landing with RL. Reinforcement Learning with SpaceX… | by Ugurkan Ates - Towards ...

SpaceX Falcon 9 Landing with RL. Reinforcement Learning with SpaceX… | by Ugurkan Ates  Towards Data Science

An efficient virtualized network function deployment scheme for service function chain using deep...

An efficient virtualized network function deployment scheme for service function chain using deep Q-network  Wiley Online Library

Learning Distributions over Rewards leads to State-of-the-art in RL - Towards Data Science

Learning Distributions over Rewards leads to State-of-the-art in RL  Towards Data Science

Reinforcement Learning with Hindsight Experience Replay | by Or Rivlin - Towards Data Science

Reinforcement Learning with Hindsight Experience Replay | by Or Rivlin  Towards Data Science

A pushing-grasping collaborative method based on deep Q-network algorithm in dual viewpoints - Na...

A pushing-grasping collaborative method based on deep Q-network algorithm in dual viewpoints  Nature.com

Building Offensive AI Agents for Doom using Dueling Deep Q-learning. - Towards Data Science

Building Offensive AI Agents for Doom using Dueling Deep Q-learning.  Towards Data Science

Google's New AI Has Already Learnt How to Crush Us at 49 Games - ScienceAlert

Google's New AI Has Already Learnt How to Crush Us at 49 Games  ScienceAlert

The Book for Deep Reinforcement Learning - Towards Data Science

The Book for Deep Reinforcement Learning  Towards Data Science

Deep reinforcement learning-based pairwise DNA sequence alignment method compatible with embedded...

Deep reinforcement learning-based pairwise DNA sequence alignment method compatible with embedded edge devices  Nature.com

A Deep Q-Network based hand gesture recognition system for control of robotic platforms - Nature.com

A Deep Q-Network based hand gesture recognition system for control of robotic platforms  Nature.com

ATARI deep Q-network architecture based on DeepMind's 2015 publication in Nature [38]. - Research...

ATARI deep Q-network architecture based on DeepMind's 2015 publication in Nature [38].  ResearchGate

Air Learning: A gym environment to train deep reinforcement algorithms for aerial robot navigatio...

Air Learning: A gym environment to train deep reinforcement algorithms for aerial robot navigation  Tech Xplore

Intro to DeepMind’s Reinforcement Learning Framework “Acme” - Towards Data Science

Intro to DeepMind’s Reinforcement Learning Framework “Acme”  Towards Data Science

Learning Reinforcement Learning: REINFORCE with PyTorch! - Towards Data Science

Learning Reinforcement Learning: REINFORCE with PyTorch!  Towards Data Science

Adaptive Traffic Signal Control Model on Intersections Based on Deep Reinforcement Learning - Wil...

Adaptive Traffic Signal Control Model on Intersections Based on Deep Reinforcement Learning  Wiley Online Library

Cybersecurity takes a leap forward with AI tools and techniques - Help Net Security

Cybersecurity takes a leap forward with AI tools and techniques  Help Net Security

Figure 2. Turtlebot3 Burger in the plane, illustrating the robot's... - ResearchGate

Figure 2. Turtlebot3 Burger in the plane, illustrating the robot's...  ResearchGate

Deep Deterministic Policy Gradients (DDPG) Explained - Towards Data Science

Deep Deterministic Policy Gradients (DDPG) Explained  Towards Data Science

Training a Goal-Oriented Chatbot with Deep Reinforcement Learning — Part III - Towards Data Science

Training a Goal-Oriented Chatbot with Deep Reinforcement Learning — Part III  Towards Data Science

Is Cost-Effective Deep Reinforcement Learning Possible? - AIM

Is Cost-Effective Deep Reinforcement Learning Possible?  AIM

Reinforcement Learning for Mobile Games - Towards Data Science

Reinforcement Learning for Mobile Games  Towards Data Science

Figure 1. Turtlebot3 Burger in Gazebo. - ResearchGate

Figure 1. Turtlebot3 Burger in Gazebo.  ResearchGate

Fig. 5. Deep Neural Network architecture. - ResearchGate

Fig. 5. Deep Neural Network architecture.  ResearchGate

3D cephalometric landmark detection by multiple stage deep reinforcement learning - Nature.com

3D cephalometric landmark detection by multiple stage deep reinforcement learning  Nature.com

Top Reinforcement Learning Algorithms - AIM

Top Reinforcement Learning Algorithms  AIM

Reinforcement Learning with Exploration by Random Network Distillation - Towards Data Science

Reinforcement Learning with Exploration by Random Network Distillation  Towards Data Science

Training a Robotic Arm to do Human-Like Tasks using RL - DataDrivenInvestor

Training a Robotic Arm to do Human-Like Tasks using RL  DataDrivenInvestor

The anatomy of a cocky Japanese teenage boy circa 2013 - SoraNews24

The anatomy of a cocky Japanese teenage boy circa 2013  SoraNews24