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2
A Beginner's Guide to Deep Reinforcement Learning - GeeksforGeeks
https://www.geeksforgeeks.org/a-beginners-guide-to-deep-reinforcement-learning/
3
Welcome to the Deep Reinforcement Learning Course - Hugging Face
https://huggingface.co/learn/deep-rl-course/en/unit0/introduction
4
Deep Reinforcement Learning: Definition, Algorithms & Uses
https://www.v7labs.com/blog/deep-reinforcement-learning-guide
6
Deep Reinforcement Learning - an overview | ScienceDirect Topics
https://www.sciencedirect.com/topics/computer-science/deep-reinforcement-learning
7
r/reinforcementlearning on Reddit: Deep Learning vs Reinforcement ...
https://www.reddit.com/r/reinforcementlearning/comments/w4g3le/deep_learning_vs_reinforcement_learning_vs_deep/
9
Foundations of Deep Reinforcement Learning: Theory and Practice ...
https://www.amazon.com/Deep-Reinforcement-Learning-Python-Hands/dp/0135172381
10
[1811.12560] An Introduction to Deep Reinforcement Learning - arXiv
https://arxiv.org/abs/1811.12560
11
Deep Reinforcement Learning Online Course | Udacity
https://www.udacity.com/course/deep-reinforcement-learning-nanodegree--nd893
12
Deep Reinforcement Learning - Kaggle
https://www.kaggle.com/code/alexisbcook/deep-reinforcement-learning
13
Deep Reinforcement Learning | PNNL
https://www.pnnl.gov/explainer-articles/deep-reinforcement-learning
14
Deep Reinforcement Learning in Action - Manning Publications
https://www.manning.com/books/deep-reinforcement-learning-in-action
17
Human-level control through deep reinforcement learning - Nature
https://www.nature.com/articles/nature14236
18
An Introduction to Deep Reinforcement Learning - Hugging Face
https://huggingface.co/blog/deep-rl-intro
19
Overview of Deep Reinforcement Learning Methods - YouTube
https://www.youtube.com/watch?v=wDVteayWWvU
20
Deep Reinforcement Learning: Its Tech and Applications - viso.ai
https://viso.ai/deep-learning/deep-reinforcement-learning/
21
AI Learns to Walk (deep reinforcement learning) - YouTube
https://www.youtube.com/watch?v=L_4BPjLBF4E&pp=0gcJCdgAo7VqN5tD
22
Deep reinforcement learning (deep RL) | EBSCO Research Starters
https://www.ebsco.com/research-starters/computer-science/deep-reinforcement-learning-deep-rl
23
Deep Reinforcement Learning - Google DeepMind
https://deepmind.google/discover/blog/deep-reinforcement-learning/
24
Welcome to Spinning Up in Deep RL! — Spinning Up documentation
https://spinningup.openai.com/en/latest/
25
Deep Reinforcement Learning: A Chronological Overview and ...
https://www.mdpi.com/2673-2688/6/3/46
26
Deep Reinforcement Learning - MATLAB & Simulink - MathWorks
https://www.mathworks.com/solutions/deep-learning/deep-reinforcement-learning.html
27
Grokking Deep Reinforcement Learning - Manning Publications
https://www.manning.com/books/grokking-deep-reinforcement-learning
28
Best Deep Reinforcement Learning Courses & Certificates [2025]
https://www.coursera.org/courses?query=deep%20reinforcement%20learning
29
Demystifying deep reinforcement learning - TechTalks
https://bdtechtalks.com/2021/09/02/deep-reinforcement-learning-explainer/
30
Deep Reinforcement Learning: A Survey | IEEE Journals & Magazine
https://ieeexplore.ieee.org/document/9904958
31
Deep Reinforcement Learning Doesn't Work Yet - Sorta Insightful
https://www.alexirpan.com/2018/02/14/rl-hard.html
32
A friendly introduction to deep reinforcement learning, Q-networks ...
https://www.youtube.com/watch?v=SgC6AZss478
33
What Is Deep Reinforcement Learning? | Machine Learning Glossary
https://maddevs.io/glossary/deep-reinforcement-learning/
34
Reinforcement Learning - GeeksforGeeks
https://www.geeksforgeeks.org/what-is-reinforcement-learning/
35
Deep learning, reinforcement learning, and world models
https://www.sciencedirect.com/science/article/pii/S0893608022001150
36
Deep Learning vs. Reinforcement Learning: A Guide Even My ...
https://medium.com/%40yujingda01/deep-learning-vs-reinforcement-learning-a-guide-even-my-grandma-can-understand-a09a3210bcb7
37
Guide to Deep Reinforcement Learning: Key Concepts & Use Cases
https://blog.mlq.ai/guide-to-deep-reinforcement-learning/
38
What is deep reinforcement learning? - Milvus
https://milvus.io/ai-quick-reference/what-is-deep-reinforcement-learning
39
[PDF] Deep Reinforcement Learning from Human Preferences - NIPS
http://papers.neurips.cc/paper/7017-deep-reinforcement-learning-from-human-preferences.pdf
40
What You Need to Know About Deep Reinforcement Learning
https://www.exxactcorp.com/blog/Deep-Learning/what-you-need-to-know-about-deep-reinforcement-learning
41
What is Deep Reinforcement Learning (DRL)? - Zilliz
https://zilliz.com/glossary/deep-reinforcement-learning
42
Deep reinforcement learning – Knowledge and References
https://taylorandfrancis.com/knowledge/Engineering_and_technology/Artificial_intelligence/Deep_reinforcement_learning/
43
Chip Design with Deep Reinforcement Learning - Google Research
https://research.google/blog/chip-design-with-deep-reinforcement-learning/
44
What is deep reinforcement learning? - flexible master's degrees
https://online.abertay.ac.uk/what-is-deep-reinforcement-learning/
45
Faster sorting algorithms discovered using deep reinforcement ...
https://www.nature.com/articles/s41586-023-06004-9
47
What is deep reinforcement learning, and how does it work? - Quora
https://www.quora.com/What-is-deep-reinforcement-learning-and-how-does-it-work
48
What is deep reinforcement learning? - Bernard Marr
https://bernardmarr.com/what-is-deep-reinforcement-learning/
49
An Overview of Advancements in Deep Reinforcement Learning ...
https://www.marktechpost.com/2024/04/24/an-overview-of-advancements-in-deep-reinforcement-learning-deep-rl/
50
What is Deep Reinforcement Learning? | TEDAI San Francisco
https://tedai-sanfrancisco.ted.com/glossary/deep-reinforcement-learning/
51
What is Deep Reinforcement Learning: A Complete Guide - Techslang
https://www.techslang.com/what-is-deep-reinforcement-learning-a-complete-guide/
52
Understanding Deep Reinforcement Learning: A Beginner's Guide
https://blog.emb.global/deep-reinforcement-learning/
53
What is deep reinforcement learning? - Scribbr
https://www.scribbr.com/frequently-asked-questions/what-is-deep-reinforcement-learning/
54
What is Deep Reinforcement Learning - Giskard
https://www.giskard.ai/glossary/deep-reinforcement-learning
55
What You Need to Know About Deep Reinforcement Learning
https://www.kdnuggets.com/2020/05/deep-reinforcement-learning.html
56
DRL 01: A gentle introduction to Deep Reinforcement Learning
https://towardsdatascience.com/drl-01-a-gentle-introduction-to-deep-reinforcement-learning-405b79866bf4/
57
A Beginners Guide to Deep Reinforcement Learning - Pickl.AI
https://www.pickl.ai/blog/a-beginners-guide-to-deep-reinforcement-learning/
58
What is reinforcement learning? deepsense.ai's complete guide
https://deepsense.ai/blog/what-is-reinforcement-learning-deepsense-ais-complete-guide/
59
An Introduction to Deep Reinforcement Learning and its Significance
https://www.fingent.com/blog/an-introduction-to-deep-reinforcement-learning-and-its-significance/
60
What is Deep Reinforcement Learning (RL) · Matrix Alchemy
https://www.renocrypt.com/posts/reinforcement-learning/
61
What is deep reinforcement learning: The next step in AI ... - InfoWorld
https://www.infoworld.com/article/2262467/what-is-reinforcement-learning-the-next-step-in-ai-and-deep-learning.html
62
Deep Reinforcement Learning: A Brief Survey - IEEE Xplore
https://ieeexplore.ieee.org/document/8103164
63
What Is Deep Reinforcement Learning? - Coursera
https://www.coursera.org/articles/deep-reinforcement-learning
65
What You Need to Know About Deep Reinforcement Learning
https://medium.com/data-science/what-you-need-to-know-about-deep-reinforcement-learning-3571ec8368f4
66
Deep Reinforcement Learning - Deepchecks
https://www.deepchecks.com/glossary/deep-reinforcement-learning/
67
Deep Reinforcement Learning
https://www.larksuite.com/en_us/topics/ai-glossary/deep-reinforcement-learning
69
Reinforcement Learning Definition | DeepAI
https://deepai.org/machine-learning-glossary-and-terms/reinforcement-learning
70
Unveiling Deep Reinforcement Learning and it's Applications
https://machinelearningartificialintelligence.com/blog/reinforcementlearning.html
71
What is Deep Reinforcement Learning, why it was recently so loud ...
https://collectivemind.blog/what-is-deep-reinforcement-learning-why-it-was-recently-so-loud-about-it-and-why-it-is-currently-considered-the-most-promising-method-of-ai/
74
Key Papers in Deep RL — Spinning Up documentation
https://spinningup.openai.com/en/latest/spinningup/keypapers.html
75
An Overview of Deep Reinforcement Learning - Analytics Insight
https://www.analyticsinsight.net/artificial-intelligence/an-overview-of-deep-reinforcement-learning
76
Deep Learning Specialization - DeepLearning.AI
https://www.deeplearning.ai/courses/deep-learning-specialization/
77
Deep reinforcement learning - CS-456 - EPFL
https://edu.epfl.ch/coursebook/en/deep-reinforcement-learning-CS-456
78
What comes next with reinforcement learning - Interconnects
https://www.interconnects.ai/p/what-comes-next-with-reinforcement
79
What is Deep RL and Why It's Worth Learning - Computable AI
https://computable.ai/articles/2019/Aug/14/deep-rl-fundamentals-0-what-is-deep-rl-and-why-its-worth-learning.html
80
[PDF] Playing Atari with Deep Reinforcement Learning
https://www.cs.toronto.edu/~vmnih/docs/dqn.pdf
81
[PDF] Deep Reinforcement Learning That Matters - The Wesleyan Argus
https://www.wesleyanargus.com/fulldisplay/u51LAN/2381993/deepreinforcementlearningthatmatters.pdf
82
Scaling Reinforcement Learning: Environments, Reward Hacking ...
https://semianalysis.com/2025/06/08/scaling-reinforcement-learning-environments-reward-hacking-agents-scaling-data/
83
[PDF] LETTER - Human-level control through deep reinforcement learning
https://web.stanford.edu/class/psych209/Readings/MnihEtAlHassibis15NatureControlDeepRL.pdf
85
A Beginner's Guide to Deep Reinforcement Learning | Pathmind
https://wiki.pathmind.com/deep-reinforcement-learning
86
The Landscape of Deep Reinforcement Learning | AGI University
https://agi.university/the-landscape-of-deep-reinforcement-learning
87
Overview of Deep Reinforcement Learning - AILEPHANT
https://ailephant.com/overview-deep-reinforcement-learning/
88
A Deep Learning Alternative Can Help AI Agents ... - WIRED
https://www.wired.com/story/a-deep-learning-alternative-can-help-ai-agents-gameplay-the-real-world/
90
27 Reinforcement Learning Interview Questions (ANSWERED) for ...
https://www.mlstack.cafe/blog/reinforcement-learning-interview-questions
91
Machine Learning and AI - Careers at Apple
https://www.apple.com/careers/us/machine-learning-and-ai.html
93
Humanoid AI vs Stairs (deep reinforcement learning) - YouTube
https://www.youtube.com/watch?v=xk8wHY1AFpI
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[PDF] Deep Reinforcement Learning That Matters Arxiv
https://www.wesleyanargus.com/fulldisplay/u61OE5/2391997/deepreinforcementlearningthatmattersarxiv.pdf
97
Machine Learning Specialization - DeepLearning.AI
https://www.deeplearning.ai/courses/machine-learning-specialization/
98
Deep Reinforcement Learning: Fundamentals, Research and ...
https://link.springer.com/book/10.1007/978-981-15-4095-0
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A Hybrid Deep Reinforcement Learning and Metaheuristic ...
https://www.preprints.org/manuscript/202506.0964/v1