Adding my love letter to
arxiv.org/pdf/2304.01315
Empirical Design in Reinforcement Learning
by
Andrew Patterson, Samuel Neumann, Martha White, Adam White
JMLR 25 (2024) 1-63
#ReinforcementLearning
These aren’t the heroes we deserve, but they are the heroes we need.
arxiv.org/pdf/2304.01315
Empirical Design in Reinforcement Learning
by
Andrew Patterson, Samuel Neumann, Martha White, Adam White
JMLR 25 (2024) 1-63
#ReinforcementLearning
These aren’t the heroes we deserve, but they are the heroes we need.
arxiv.org
November 23, 2024 at 1:40 PM
Adding my love letter to
arxiv.org/pdf/2304.01315
Empirical Design in Reinforcement Learning
by
Andrew Patterson, Samuel Neumann, Martha White, Adam White
JMLR 25 (2024) 1-63
#ReinforcementLearning
These aren’t the heroes we deserve, but they are the heroes we need.
arxiv.org/pdf/2304.01315
Empirical Design in Reinforcement Learning
by
Andrew Patterson, Samuel Neumann, Martha White, Adam White
JMLR 25 (2024) 1-63
#ReinforcementLearning
These aren’t the heroes we deserve, but they are the heroes we need.
#NeurIPS2024 wrapped up last week. I put together a curated reading list for #DeepRL and #reinforcementlearning work. (represents my interests).
Talks and workshops:
third-crowd-c77.notion.site/NeurIPS2024-...
Curated reading list
fracturedplane.notion.site/NeurIPS2024-...
#Holidayreading
Talks and workshops:
third-crowd-c77.notion.site/NeurIPS2024-...
Curated reading list
fracturedplane.notion.site/NeurIPS2024-...
#Holidayreading
NeurIPS2024 Related RL papers | Notion
Deep RL papers
fracturedplane.notion.site
December 23, 2024 at 7:38 PM
#NeurIPS2024 wrapped up last week. I put together a curated reading list for #DeepRL and #reinforcementlearning work. (represents my interests).
Talks and workshops:
third-crowd-c77.notion.site/NeurIPS2024-...
Curated reading list
fracturedplane.notion.site/NeurIPS2024-...
#Holidayreading
Talks and workshops:
third-crowd-c77.notion.site/NeurIPS2024-...
Curated reading list
fracturedplane.notion.site/NeurIPS2024-...
#Holidayreading
RLC will be held at the Univ. of Alberta, Edmonton, in 2025. I'm happy to say that we now have the conference's website out: rl-conference.cc/index.html
Looking forward to seeing you all there!
@rl-conference.bsky.social
#reinforcementlearning
Looking forward to seeing you all there!
@rl-conference.bsky.social
#reinforcementlearning
November 22, 2024 at 10:46 PM
RLC will be held at the Univ. of Alberta, Edmonton, in 2025. I'm happy to say that we now have the conference's website out: rl-conference.cc/index.html
Looking forward to seeing you all there!
@rl-conference.bsky.social
#reinforcementlearning
Looking forward to seeing you all there!
@rl-conference.bsky.social
#reinforcementlearning
I have secret side project to show you. It's an algorithm to help model-based #ReinforcementLearning agents sidestep the curse of dimensionality, and it's called Naive Cartographer. If it works the way I hope it will help #robots become more graceful and adaptable.
brandonrohrer.com/cartographer
brandonrohrer.com/cartographer
November 14, 2024 at 1:21 AM
I have secret side project to show you. It's an algorithm to help model-based #ReinforcementLearning agents sidestep the curse of dimensionality, and it's called Naive Cartographer. If it works the way I hope it will help #robots become more graceful and adaptable.
brandonrohrer.com/cartographer
brandonrohrer.com/cartographer
#ReinforcementLearning (Barto&Sutton) wins the Turing! Wonderful recognition for two personal heroes of mine as well as for the whole field!
www.nytimes.com/2025/03/05/t...
www.nytimes.com/2025/03/05/t...
Turing Award Goes to A.I. Pioneers Andrew Barto and Richard Sutton
Andrew Barto and Richard Sutton developed reinforcement learning, a technique vital to chatbots like ChatGPT.
www.nytimes.com
March 5, 2025 at 11:00 AM
#ReinforcementLearning (Barto&Sutton) wins the Turing! Wonderful recognition for two personal heroes of mine as well as for the whole field!
www.nytimes.com/2025/03/05/t...
www.nytimes.com/2025/03/05/t...
I wrote a recent survey about deep reinforcement learning. The paper is a compact guide to understand some of the key concepts in reinforcement learning.
Link: arxiv.org/pdf/2401.023...
#ReinforcementLearning #ICLR2025 #ACL2025 #NAACL2025 #NeurIPS2024 #ICML2025 #DeepRL #DeepReinforcementLearning
Link: arxiv.org/pdf/2401.023...
#ReinforcementLearning #ICLR2025 #ACL2025 #NAACL2025 #NeurIPS2024 #ICML2025 #DeepRL #DeepReinforcementLearning
January 12, 2025 at 4:21 PM
I wrote a recent survey about deep reinforcement learning. The paper is a compact guide to understand some of the key concepts in reinforcement learning.
Link: arxiv.org/pdf/2401.023...
#ReinforcementLearning #ICLR2025 #ACL2025 #NAACL2025 #NeurIPS2024 #ICML2025 #DeepRL #DeepReinforcementLearning
Link: arxiv.org/pdf/2401.023...
#ReinforcementLearning #ICLR2025 #ACL2025 #NAACL2025 #NeurIPS2024 #ICML2025 #DeepRL #DeepReinforcementLearning
Another must read for reinforcement learning. Answers many key questions for researchers;
-Do I need multiple training runs?
-How do I report model confidence?
-And a great section on common mistakes to fend off reviewer 2
🧪
#DRL
#reinforcementlearning
#AI
arxiv.org/abs/2304.01315
-Do I need multiple training runs?
-How do I report model confidence?
-And a great section on common mistakes to fend off reviewer 2
🧪
#DRL
#reinforcementlearning
#AI
arxiv.org/abs/2304.01315
Empirical Design in Reinforcement Learning
Empirical design in reinforcement learning is no small task. Running good experiments requires attention to detail and at times significant computational resources. While compute resources available p...
arxiv.org
November 22, 2024 at 7:25 AM
Another must read for reinforcement learning. Answers many key questions for researchers;
-Do I need multiple training runs?
-How do I report model confidence?
-And a great section on common mistakes to fend off reviewer 2
🧪
#DRL
#reinforcementlearning
#AI
arxiv.org/abs/2304.01315
-Do I need multiple training runs?
-How do I report model confidence?
-And a great section on common mistakes to fend off reviewer 2
🧪
#DRL
#reinforcementlearning
#AI
arxiv.org/abs/2304.01315
Reinforcement Learning(RL) is one of the hottest research topics in the field of modern Artificial Intelligence, and its popularity is only growing. Let’s look at five useful things one needs to know to get started with RL. #ML #AI #RL #ReinforcementLearning
Reinforcement Learning 101
Learn the essentials of Reinforcement Learning!
towardsdatascience.com
November 27, 2024 at 4:55 AM
Reinforcement Learning(RL) is one of the hottest research topics in the field of modern Artificial Intelligence, and its popularity is only growing. Let’s look at five useful things one needs to know to get started with RL. #ML #AI #RL #ReinforcementLearning
With the new influx of #neuroAI people, this is a great time to share our recent “Disentangled Representations for Causal Cognition”, based on work with Filippo Torresan. www.sciencedirect.com/science/arti...
#neuroskyence #reinforcementlearning #neuroscience #disentanglement
1/
#neuroskyence #reinforcementlearning #neuroscience #disentanglement
1/
Disentangled representations for causal cognition
Complex adaptive agents consistently achieve their goals by solving problems that seem to require an understanding of causal information, information …
www.sciencedirect.com
November 12, 2024 at 7:29 AM
With the new influx of #neuroAI people, this is a great time to share our recent “Disentangled Representations for Causal Cognition”, based on work with Filippo Torresan. www.sciencedirect.com/science/arti...
#neuroskyence #reinforcementlearning #neuroscience #disentanglement
1/
#neuroskyence #reinforcementlearning #neuroscience #disentanglement
1/
Following advice by the always-wise @eugenevinitsky.bsky.social , I am trying to get back into the habit of blogging (again) ✏️!
Featuring today's post: How to pick an RL algorithm for your problem cvoelcker.de/blog/2026/ch... Please share and give feedback!
#reinforcementlearning
Featuring today's post: How to pick an RL algorithm for your problem cvoelcker.de/blog/2026/ch... Please share and give feedback!
#reinforcementlearning
cookie monster is sitting at a table with a tray of food and the words choices written on it
Alt: cookie monster is sitting at a table with a tray of food and the words choices written on it
media.tenor.com
March 15, 2026 at 7:27 PM
Following advice by the always-wise @eugenevinitsky.bsky.social , I am trying to get back into the habit of blogging (again) ✏️!
Featuring today's post: How to pick an RL algorithm for your problem cvoelcker.de/blog/2026/ch... Please share and give feedback!
#reinforcementlearning
Featuring today's post: How to pick an RL algorithm for your problem cvoelcker.de/blog/2026/ch... Please share and give feedback!
#reinforcementlearning
Make sure your DRL work is actually useful. A brilliant paper outlining all the things you should be considering when publishing DRL results
arxiv.org/abs/1709.06560
#Reinforcementlearning
#DRL
#AI
🧪
arxiv.org/abs/1709.06560
#Reinforcementlearning
#DRL
#AI
🧪
Deep Reinforcement Learning that Matters
In recent years, significant progress has been made in solving challenging problems across various domains using deep reinforcement learning (RL). Reproducing existing work and accurately judging the ...
arxiv.org
November 21, 2024 at 2:08 PM
Make sure your DRL work is actually useful. A brilliant paper outlining all the things you should be considering when publishing DRL results
arxiv.org/abs/1709.06560
#Reinforcementlearning
#DRL
#AI
🧪
arxiv.org/abs/1709.06560
#Reinforcementlearning
#DRL
#AI
🧪
Progress! Domain randomization is a powerful technique for training robust #ReinforcementLearning agents. The bot now handles pushes like a champ 🦾 I was also able to get rid of a lot of post-processing (e.g. filters) in my #Arduino code. #robotics #engineering #education #AI #ML
May 16, 2026 at 3:07 PM
Progress! Domain randomization is a powerful technique for training robust #ReinforcementLearning agents. The bot now handles pushes like a champ 🦾 I was also able to get rid of a lot of post-processing (e.g. filters) in my #Arduino code. #robotics #engineering #education #AI #ML
#AI #MachineLearning #BiasInAI #STEMSaturday #DeepLearning #ComputerVision #Robotics #ReinforcementLearning
Meet the editors of "Mitigating Bias in Machine Learning" Dr. Carlotta Berry and Dr. Brandeis Hill Marshall (Brandeis Marshall, PhD)
On Sale On Amazon a.co/d/dtMizVH
Meet the editors of "Mitigating Bias in Machine Learning" Dr. Carlotta Berry and Dr. Brandeis Hill Marshall (Brandeis Marshall, PhD)
On Sale On Amazon a.co/d/dtMizVH
December 8, 2024 at 12:40 AM
#AI #MachineLearning #BiasInAI #STEMSaturday #DeepLearning #ComputerVision #Robotics #ReinforcementLearning
Meet the editors of "Mitigating Bias in Machine Learning" Dr. Carlotta Berry and Dr. Brandeis Hill Marshall (Brandeis Marshall, PhD)
On Sale On Amazon a.co/d/dtMizVH
Meet the editors of "Mitigating Bias in Machine Learning" Dr. Carlotta Berry and Dr. Brandeis Hill Marshall (Brandeis Marshall, PhD)
On Sale On Amazon a.co/d/dtMizVH
HUGO - Deep #ReinforcementLearning! #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode
geni.us/Hugo-D-RL
geni.us/Hugo-D-RL
September 27, 2026 at 6:26 AM
Ich muss jetzt an meinem Referat arbeiten: #Neugier.
Algorithmen, die darauf abzielen, menschliche Neugier zu simulieren, spielen im #ReinforcementLearning eine wichtige Rolle. Sie orientieren sich daran, wie Menschen unbekannte Situationen erforschen.
karrierebibel.de/neugier/
Algorithmen, die darauf abzielen, menschliche Neugier zu simulieren, spielen im #ReinforcementLearning eine wichtige Rolle. Sie orientieren sich daran, wie Menschen unbekannte Situationen erforschen.
karrierebibel.de/neugier/
Neugier: Die unterschätzte Erfolgseigenschaft
Neugier beschreibt das Verlangen, Neues oder Unbekanntes zu entdecken sowie die Lust an emotionalen Sensationen. Lässt sich Neugierde wecken?
karrierebibel.de
August 3, 2025 at 9:26 AM
Ich muss jetzt an meinem Referat arbeiten: #Neugier.
Algorithmen, die darauf abzielen, menschliche Neugier zu simulieren, spielen im #ReinforcementLearning eine wichtige Rolle. Sie orientieren sich daran, wie Menschen unbekannte Situationen erforschen.
karrierebibel.de/neugier/
Algorithmen, die darauf abzielen, menschliche Neugier zu simulieren, spielen im #ReinforcementLearning eine wichtige Rolle. Sie orientieren sich daran, wie Menschen unbekannte Situationen erforschen.
karrierebibel.de/neugier/
Ok friends, I’m here. I don’t really know how this works but I’m excited! #systemsneuroscience #dopamine #reinforcementlearning (is that how that works?! My husband says it’s just like twitter but without a facist running it).
a woman is standing in a living room with her mouth open and a lamp in the background .
ALT: a woman is standing in a living room with her mouth open and a lamp in the background .
media.tenor.com
November 12, 2024 at 7:49 AM
Ok friends, I’m here. I don’t really know how this works but I’m excited! #systemsneuroscience #dopamine #reinforcementlearning (is that how that works?! My husband says it’s just like twitter but without a facist running it).
#Spiking #neural #networks ( #SNN ) running on continuous-time, noisy, and highly variable computing substrates can learn reliably with #ReinforcementLearning ... Not only in real brains, but also in mixed-signal #neuromorphic hardware! 😇
October 12, 2025 at 9:32 PM
#Spiking #neural #networks ( #SNN ) running on continuous-time, noisy, and highly variable computing substrates can learn reliably with #ReinforcementLearning ... Not only in real brains, but also in mixed-signal #neuromorphic hardware! 😇
Only a few days left until @pug2025.bsky.social – our symposium, organized together with @gamerlab.bsky.social 🧠⚡
🎤 Join us for exciting talks by: @ondrejzika.bsky.social @francescotortora.bsky.social @ldeserno.bsky.social @florianschlagenhauf
#PUG2025 #psychophysiology #reinforcementlearning
🎤 Join us for exciting talks by: @ondrejzika.bsky.social @francescotortora.bsky.social @ldeserno.bsky.social @florianschlagenhauf
#PUG2025 #psychophysiology #reinforcementlearning
June 15, 2025 at 1:29 PM
Only a few days left until @pug2025.bsky.social – our symposium, organized together with @gamerlab.bsky.social 🧠⚡
🎤 Join us for exciting talks by: @ondrejzika.bsky.social @francescotortora.bsky.social @ldeserno.bsky.social @florianschlagenhauf
#PUG2025 #psychophysiology #reinforcementlearning
🎤 Join us for exciting talks by: @ondrejzika.bsky.social @francescotortora.bsky.social @ldeserno.bsky.social @florianschlagenhauf
#PUG2025 #psychophysiology #reinforcementlearning
📢 #RLDM2025 is nearly here – 11–14 June at Trinity College Dublin ☘️
Join researchers from AI, neuroscience, psychology & beyond to explore the latest in reinforcement learning & decision making.
🎟️ Register now to secure your spot: rldm.org #ReinforcementLearning #AI #Neuroscience #CognitiveScience
Join researchers from AI, neuroscience, psychology & beyond to explore the latest in reinforcement learning & decision making.
🎟️ Register now to secure your spot: rldm.org #ReinforcementLearning #AI #Neuroscience #CognitiveScience
May 26, 2025 at 12:18 PM
📢 #RLDM2025 is nearly here – 11–14 June at Trinity College Dublin ☘️
Join researchers from AI, neuroscience, psychology & beyond to explore the latest in reinforcement learning & decision making.
🎟️ Register now to secure your spot: rldm.org #ReinforcementLearning #AI #Neuroscience #CognitiveScience
Join researchers from AI, neuroscience, psychology & beyond to explore the latest in reinforcement learning & decision making.
🎟️ Register now to secure your spot: rldm.org #ReinforcementLearning #AI #Neuroscience #CognitiveScience
📚 Interested in Continual RL but not sure where to start?
👇 Dive in:
sites.google.com/view/continu...
♾️ We've curated a resource hub with key papers, benchmarks, codebases, tutorials, and more to help you get up to speed quickly.
#ContinualRL #ReinforcementLearning #MachineLearning #AI
👇 Dive in:
sites.google.com/view/continu...
♾️ We've curated a resource hub with key papers, benchmarks, codebases, tutorials, and more to help you get up to speed quickly.
#ContinualRL #ReinforcementLearning #MachineLearning #AI
July 13, 2026 at 6:15 PM
📚 Interested in Continual RL but not sure where to start?
👇 Dive in:
sites.google.com/view/continu...
♾️ We've curated a resource hub with key papers, benchmarks, codebases, tutorials, and more to help you get up to speed quickly.
#ContinualRL #ReinforcementLearning #MachineLearning #AI
👇 Dive in:
sites.google.com/view/continu...
♾️ We've curated a resource hub with key papers, benchmarks, codebases, tutorials, and more to help you get up to speed quickly.
#ContinualRL #ReinforcementLearning #MachineLearning #AI
Thrilled to introduce BlendRL— our neuro-symbolic RL that bridges intuitive & symbolic reasoning! 🧠🤖 A step closer to reasoning agents that think & act seamlessly. 🚀 Check out the details in our #ICLR2025 paper! #AI #ReinforcementLearning
BlendRL: A Framework for Merging Symbolic and Neural Policy Learning
Humans can leverage both symbolic reasoning and intuitive reactions. In contrast, reinforcement learning policies are typically encoded in either opaque systems like neural networks or symbolic…
arxiv.org
January 24, 2025 at 10:10 PM
Thrilled to introduce BlendRL— our neuro-symbolic RL that bridges intuitive & symbolic reasoning! 🧠🤖 A step closer to reasoning agents that think & act seamlessly. 🚀 Check out the details in our #ICLR2025 paper! #AI #ReinforcementLearning
May 4, 2025 at 6:40 PM
🚨 New preprint 🚨
"Closed-loop sensory feedback enables fast and reliable instrumental acquisition in head-fixed mice"
Giving mice the chance to self-correct their choices cuts the training time in half!
www.biorxiv.org/content/10.6...
#neuroskyence #ReinforcementLearning #CognitiveFlexibility 🧪
"Closed-loop sensory feedback enables fast and reliable instrumental acquisition in head-fixed mice"
Giving mice the chance to self-correct their choices cuts the training time in half!
www.biorxiv.org/content/10.6...
#neuroskyence #ReinforcementLearning #CognitiveFlexibility 🧪
July 30, 2026 at 11:19 PM
🚨 New preprint 🚨
"Closed-loop sensory feedback enables fast and reliable instrumental acquisition in head-fixed mice"
Giving mice the chance to self-correct their choices cuts the training time in half!
www.biorxiv.org/content/10.6...
#neuroskyence #ReinforcementLearning #CognitiveFlexibility 🧪
"Closed-loop sensory feedback enables fast and reliable instrumental acquisition in head-fixed mice"
Giving mice the chance to self-correct their choices cuts the training time in half!
www.biorxiv.org/content/10.6...
#neuroskyence #ReinforcementLearning #CognitiveFlexibility 🧪
What developmental architecture makes the human side of that governance loop capable of governing?: Applying Bridge360 Metatheory Model lens
agericomontecillodevilla.substack.com/p/what-devel...
#AIGovernance
#AISafety
#MachineLearning
#ReinforcementLearning
#DeepLearning
agericomontecillodevilla.substack.com/p/what-devel...
#AIGovernance
#AISafety
#MachineLearning
#ReinforcementLearning
#DeepLearning
What developmental architecture makes the human side of that governance loop capable of governing?
Applying Bridge360 Metahteory Model lens
agericomontecillodevilla.substack.com
September 26, 2026 at 9:45 PM
What developmental architecture makes the human side of that governance loop capable of governing?: Applying Bridge360 Metatheory Model lens
agericomontecillodevilla.substack.com/p/what-devel...
#AIGovernance
#AISafety
#MachineLearning
#ReinforcementLearning
#DeepLearning
agericomontecillodevilla.substack.com/p/what-devel...
#AIGovernance
#AISafety
#MachineLearning
#ReinforcementLearning
#DeepLearning
What developmental architecture makes the human side of that governance loop capable of governing?: Audio overview applying Bridge360 Metatheory Model
#AIGovernance
#AISafety
#MachineLearning
#ReinforcementLearning
#DeepLearning
agericomontecillodevilla.substack.com/p/what-devel...
#AIGovernance
#AISafety
#MachineLearning
#ReinforcementLearning
#DeepLearning
agericomontecillodevilla.substack.com/p/what-devel...
What developmental architecture makes the human side of that governance loop capable of governing?
Applying Bridge360 Metahteory Model le
agericomontecillodevilla.substack.com
September 26, 2026 at 10:10 AM
What developmental architecture makes the human side of that governance loop capable of governing?: Audio overview applying Bridge360 Metatheory Model
#AIGovernance
#AISafety
#MachineLearning
#ReinforcementLearning
#DeepLearning
agericomontecillodevilla.substack.com/p/what-devel...
#AIGovernance
#AISafety
#MachineLearning
#ReinforcementLearning
#DeepLearning
agericomontecillodevilla.substack.com/p/what-devel...