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John Schulman
John Schulman, OpenAI cofounder and researcher, inventor of PPO/TRPO talks RL from human feedback, tuning GPT-3 to follow instructions (InstructGPT) and answer long-fo...
https://media.transistor…c00.mp3?src=site
The answer was affirmative. We can get an agent to basically use a set of tools that we give it. In this case, the browsing commands like searchings. I would say I expect AI to be able to do better, a better job than humans at most jobs that humans do now. Five years or so. TalkAulRO podcast is all reinforcing learnin...
[ { "end": 6.24, "start": 0, "text": " The answer was affirmative. We can get an agent to basically use a set of tools that we give it." }, { "end": 12.48, "start": 6.24, "text": " In this case, the browsing commands like searchings. I would say I expect AI to be able to do better," }, ...
Sven Mika
Sven Mika of Anyscale on RLlib present and future, Ray and Ray Summit 2022, applied RL in Games / Finance / RecSys, and more!
https://media.transistor…14b.mp3?src=site
There's a rise in interest in our finance. We have JPM for example, as well as other companies that we're seeing moving into the space and trying our own financial decision-making. Ray was actually developed because of the need to write a reinforcement learning library. Talk our rail podcast is all reinforcement learn...
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Karol Hausman and Fei Xia
Karol Hausman and Fei Xia of Google Research on newly updated (PaLM-)SayCan, Inner Monologue, robot learning, combining robotics with language models, and more!
https://media.transistor…17f.mp3?src=site
This type of emergent capability is super interesting for us to see and super exciting for us by using a better language model we can improve robotics performance kind of for free. Talk our L-podcast is all reinforced in learning all the time, featuring brilliant guests both research and applied. Join the conversation...
[ { "end": 7.12, "start": 0, "text": " This type of emergent capability is super interesting for us to see and super exciting for us" }, { "end": 12.48, "start": 7.12, "text": " by using a better language model we can improve robotics performance kind of for free." }, { "end": 22.3...
Sai Krishna Gottipati
Sai Krishna Gottipati of AI Redefined on RL for synthesizable drug discovery, Multi-Teacher Self-Play, Cogment framework for realtime multi-actor RL, AI + Chess, and m...
https://media.transistor…80a.mp3?src=site
TalkRL podcast is all reinforced in learning all the time, featuring brilliant guests both research and applied. Join the conversation on Twitter at TalkRL podcast. I'm your host, Robin Chohan. I have a brief message from any scale, our sponsor for this episode. Re-enforced in learning is gaining traction as a complem...
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Aravind Srinivas 2
Aravind Srinivas, Research Scientist at OpenAI, returns to talk Decision Transformer, VideoGPT, choosing problems, and explore vs exploit in research careers
https://media.transistor…583.mp3?src=site
TalkRL podcast is all reinforced in learning all the time, featuring brilliant guests both research and applied. Join the conversation on Twitter at TalkRL podcast. I'm your host, Robin Chohan. Arvin Shrinivas is a research scientist at OpenAI. He holds a PhD from Berkeley, where he taught the Berkeley unsupervised le...
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Rohin Shah
DeepMind Research Scientist Dr. Rohin Shah on Value Alignment, Learning from Human feedback, Assistance paradigm, the BASALT MineRL competition, his Alignment Newslett...
https://media.transistor…ae3.mp3?src=site
TalkRL podcast is all reinforcing learning all the time, featuring brilliant guests, both research and applied. Join the conversation on Twitter at TalkRL podcast. I'm your host, Robin Chohan. Robyn Shaw is a research scientist at DeepMind and the editor and main contributor of the alignment newsletter. Thanks so much...
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Jordan Terry
Jordan Terry on maintaining Gym and PettingZoo, hardware accelerated environments and the future of RL, environment models for multi-agent RL, and more!
https://media.transistor…615.mp3?src=site
TalkRL podcast is all reinforced in learning all the time featuring brilliant guests both research and applied. Join the conversation on Twitter at TalkRL podcast. I'm your host, Robin Chohan. Jordan Terry is a PhD candidate at the University of Maryland, the maintainer of Jim, and the maintainer and creator of Pettin...
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Robert Lange
Robert Lange on learning vs hard-coding, meta-RL, Lottery Tickets and Minimal Task Representations, Action Grammars and more!
https://media.transistor…dc1.mp3?src=site
Robert Tiacolange is a PhD student working at the Technical University of Berlin. Thanks so much for joining us, Robert. Thank you, Robin, for having me. So how do you like to describe your focus area? So that's actually not always an easy question to answer. I'm pretty much interested in many subfields of reinforceme...
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NeurIPS 2021 Political Economy of Reinforcement Learning Systems (PERLS) Workshop
Dr. Thomas Gilbert and Dr. Mark Nitzberg on the upcoming PERLS Workshop @ NeurIPS 2021
https://media.transistor…61c.mp3?src=site
Hi listeners, today we're going to hear about the upcoming Pearls Workshop. That is the political economy of reinforcement learning systems. That's at the Neurips 2021 conference and it's on Tuesday, December 14th. The link will be in the show notes. So we're going to hear from co-organizer Dr. Thomas Crendel Gilbert ...
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Amy Zhang
Amy Zhang shares her work on Invariant Causal Prediction for Block MDPs, Multi-Task Reinforcement Learning with Context-based Representations, MBRL-Lib, shares insight...
https://media.transistor…c6c.mp3?src=site
This is TalkArail Podcast. All reinforcement learning, all the time. Interviews of brilliant folks across the world of our realm. I'm your host, Rob and Chauhan. Dr. Amy Zhang is a postdoctoral scholar at UC Berkeley and a research scientist at Facebook AI Research. She will be starting as an assistant professor at UT...
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Xianyuan Zhan
Xianyuan Zhan on DeepThermal for controlling thermal power plants, the MORE algorithm for Model-based Offline RL, comparing AI in China and the US, and more!
https://media.transistor…bc4.mp3?src=site
This is TalkArail Podcast. All reinforcement learning, all the time. Interviews at Brilliant folks across the world of RL. I'm your host, Rob and Chauhan. Professor Jean is currently a research assistant professor at the Institute for AI Industry Research at Tsinghua University. He received his PhD degree at Purdue Un...
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Eugene Vinitsky
Eugene Vinitsky of UC Berkeley on social norms and sanctions, traffic simulation, mixed-autonomy traffic, and more!
https://media.transistor…137.mp3?src=site
This is TalkArail Podcast. All reinforcement learning, all the time. Interviews with brilliant folks across the world of RL. I'm your host, Robin Chohan. Eugene Vinitsky is a PhD student at UC Berkeley, advised by Alexandria Bayon, and he's interned at Tesla and D-Mind. Thanks so much for joining us, Eugene. He's real...
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Jess Whittlestone
Jess Whittlestone on societal implications of deep reinforcement Learning, AI policy, warning signs of transformative progress in AI, and more!
https://media.transistor…5fa.mp3?src=site
This is Talk Our All Podcast. All reinforcement learning, all the time. Interviews of brilliant folks across the world of our all. I'm your host, Robin Chohan. Dr. Jess Woodlesone is a senior research fellow at the Center for the Study of Existential Risk and the Leaver Hume Center for the Future of Intelligence, both...
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Aleksandra Faust
Aleksandra Faust of Google Brain Research on AutoRL, meta-RL, learning to learn & learning to teach, curriculum learning, collaborations between senior and junior ...
https://media.transistor…5ef.mp3?src=site
This is Talk by Rail Podcast. All reinforcement learning, all the time. Interviews of brilliant folks across the world of RL. I'm your host, Rob and Chauhan. Dr. Alexandra Faust is a staff research scientist and reinforcement learning research team co-founder at Google Brain Research. Thanks for taking the time to do ...
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Sam Ritter
Sam Ritter of DeepMind on Neuroscience and RL, Episodic Memory, Meta-RL, Synthetic Returns, the MERLIN agent, decoding brain activation, and more!
https://media.transistor…4a6.mp3?src=site
This is Talk by Rail Podcast. All reinforcement learning, all the time. Interviews at Brilliant folks across the world of RL. I'm your host, Rob and Chauhan. Dr. Sam Ritter is a research scientist and deep-mind. Thanks for joining us today, Sam. Thanks so much. I'm really happy to be here. I'm a big fan of the show, s...
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Thomas Krendl Gilbert
Thomas Krendl Gilbert on the Political Economy of Reinforcement Learning Systems & Autonomous Vehicles, Sociotechnical Commitments, AI Development for the Public I...
https://media.transistor…412.mp3?src=site
This is TalkAriel Podcast. All reinforcement learning, all the time. Interviews with brilliant folks across the world of RL. I'm your host, Robin Chohan. Thomas Crendel Gilbert is a PhD student at UC Berkeley's Center for Human Compatible AI, specializing in machine ethics and epistemology. Thanks for joining us today...
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Marc G. Bellemare
Marc G. Bellemare shares insight on his work including Deep Q-Networks, Distributional RL, Project Loon and RL in the Stratosphere, the origins of the Arcade Learning ...
https://media.transistor…49e.mp3?src=site
This is TalkArail Podcast. All reinforcement learning, all the time. Interviews with brilliant folks across the world of RL. I'm your host, Rob and Chauhan. So I am super excited to introduce our guest today. Professor Mark Belmer is a research scientist at Google Research. An adjunct professor at McGill University an...
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Robert Osazuwa Ness
Dr. Robert Osazuwa Ness on Causal Inference, Probabilistic and Generative Models, Causality and RL, AltDeep School of AI, Pyro, and more!
https://media.transistor…35b.mp3?src=site
This is Talk by Rail Podcast. All reinforcement learning, all the time. Interviews with brilliant folks across the world of RL. I'm your host, Robin Chohan. Dr. Robert Osa-Zoo-Anness is an adjunct at the Northeastern University, an ML research engineer at Gamalon and the founder of all deep school of AI. He holds a Ph...
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Marlos C. Machado
Marlos C. Machado on Arcade Learning Environment Evaluation, Generalization and Exploration in RL, Eigenoptions, Autonomous navigation of stratospheric balloons with R...
https://media.transistor…e7d.mp3?src=site
This is Taka Rail Podcast, all reinforcement learning, all the time. Interviews with brilliant folks across the world of RL. I'm your host, Robin Chohan. Dr. Marlos Machado is a research scientist at DeepMind and an adjunct professor at the University of Alberta. He holds a PhD from the University of Alberta and Maste...
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Nathan Lambert
Nathan Lambert on Model-based RL, Trajectory-based models, Quadrotor control, Hyperparameter Optimization for MBRL, RL vs PID control, and more!
https://media.transistor…c7e.mp3?src=site
This is TalkArail Podcast. All reinforcement learning, all the time. Interviews at Brilliant folks across the world of RL. I'm your host, Robin Chohan. Nathan Lambert is a PhD candidate at UC Berkeley. Nathan, thanks so much for being here. Hi, Robin. Thanks for having me. What is the focus of your work? So I kind of ...
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Kai Arulkumaran
Kai Arulkumaran on AlphaStar and Evolutionary Computation, Domain Randomisation, Upside-Down Reinforcement Learning, Araya, NNAISENSE, and more!
https://media.transistor…6c7.mp3?src=site
This is Taka Rail Podcast. All reinforcement learning, all the time. Interviews at Brilliant Bokes across the world of RL. I'm your host, Robin Chohan. Dr. Kai Arul Kamaran is a researcher at Araya in Tokyo, Japan. Kai, thanks for joining us today. Thank you. Can you tell us a bit about your main area of focus? Right....
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Michael Dennis
Michael Dennis on Human-Compatible AI, Game Theory, PAIRED, ARCTIC, EPIC, and lots more!
https://media.transistor…4a8.mp3?src=site
This is TalkArail Podcast. All reinforcement learning, all the time. Interviews at Brilliant folks across the world of RL. I'm your host, Rob and Chohan. Michael Dennis is a PhD student at the Center for Human Compatible AI at UC Berkeley. Thanks for joining us, Michael. Thanks for having me. So how do you describe yo...
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Roman Ring
Roman Ring discusses the Research Engineer role at DeepMind, StarCraft II, AlphaStar, his bachelor's thesis, JAX, Julia, IMPALA and more!
https://media.transistor…6e1.mp3?src=site
This is TalkArail Podcast. All reinforcement learning, all the time. Interviews at Brilliant folks across the world of RL. I'm your host, Robin Chohan. Roman Ring is a research engineer that deep-mind. Roman, I want to thank you for taking the time to be here today. Thanks so much. Thank you so much for having me. Can...
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Shimon Whiteson
Shimon Whiteson on his WhiRL lab, his work at Waymo UK, variBAD, QMIX, co-operative multi-agent RL, StarCraft Multi-Agent Challenge, advice to grad students, and much ...
https://media.transistor…073.mp3?src=site
This is TalkAreal Podcast. All reinforcement learning, all the time. Interviews at Brilliant Bokes across the world of RL. I'm your host, Robin Chohan. I'm super excited to introduce our guest today. Shimon Whiteson is a professor of computer science at Oxford University. The head of the world, the Whiteson Research L...
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Aravind Srinivas
Aravind Srinivas on his work including CPC v2, RAD, CURL, and SUNRISE, unsupervised learning, teaching a Berkeley course, and more!
https://media.transistor…696.mp3?src=site
This is Talk Our Real Podcast. All reinforcement learning, all the time. Interviews of brilliant folks across the world of our realm. I'm your host, Robin Chohan. Arvin Trinivas is a third-year PhD student at UC Berkeley, advised by Professor Rebiel. He co-created and co-taught a grad course on deep unsupervised learn...
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Taylor Killian
Taylor Killian on the latest in RL for Health, including Hidden Parameter MDPs, Mimic III and Sepsis, Counterfactually Guided Policy Transfer and lots more!
https://media.transistor…b5d.mp3?src=site
This is TalkAreal Podcast. All reinforcement learning, all the time. Interviews at Brilliant folks across the world of RL. I'm your host, Rob and Chohan. Taylor Killian is a PhD student at the University of Toronto and the Vector Institute. He works as an intern at Google Brain and in his own words is an aspiring rese...
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Nan Jiang
Nan Jiang takes us deep into Model-based vs Model-free RL, Sim vs Real, Evaluation & Overfitting, RL Theory vs Practice and much more!
https://media.transistor…ff3.mp3?src=site
This is Talk by Rail Podcast. All reinforcement learning all the time. Interviews of brilliant folks across the world of RL. I'm your host, Robin Chohan. Nan Jiang is an assistant professor of computer science at University of Illinois. He was a postdoc at Microsoft Research and did his PhD at University of Michigan u...
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Danijar Hafner
Danijar Hafner takes us on an odyssey through deep learning & neuroscience, PlaNet, Dreamer, world models, latent dynamics, curious agents, and more!
https://media.transistor…30e.mp3?src=site
This is Talk by Rail Podcast. All reinforcement learning, all the time. Interviews of brilliant folks across the world of RL. I'm your host, Robin Chohan. Denny Jar-Haffner is a PhD student at the University of Toronto, a student researcher at Google Brain and the Vector Institute and holds a Master's at Research from...
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Csaba Szepesvari
Csaba Szepesvari of DeepMind shares his views on Bandits, Adversaries, PUCT in AlphaGo / AlphaZero / MuZero, AGI and RL, what is timeless, and more!
https://media.transistor…a86.mp3?src=site
This is Talk by Rail Podcast. All reinforcement learning, all the time. Interviews at Brilliant folks across the world of RL. I'm your host, Rob and Chauhan. Professor Chabot Sushvari is head of the foundation's team at DeepMind. Professor of Computer Science at the University of Alberta, Canada C-Far AI Chair, Fellow...
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Ben Eysenbach
Ben Eysenbach schools us on human supervision, SORB, DIAYN, techniques for exploration, teaching RL, virtual conferences, and much more!
https://media.transistor…76a.mp3?src=site
This is TalkAreal Podcast. All reinforcement learning all the time. Interviews with brilliant folks across the world of RL. I'm your host, Rob and Chauhan. Ben Eisenbach is a PhD student in the Machine Learning Department at Carnegie Mellon University. He was a resident at Google Brain and studied math and computer sc...
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NeurIPS 2019 Deep RL Workshop
Hear directly from presenters at the NeurIPS 2019 Deep RL Workshop on their work!
https://media.transistor…6c6.mp3?src=site
This is TalkRL, all reinforcement learning all the time. Subscribe at talkrl.com slash subscribe. We're here at Neurips 2019 in Rainy Vancouver. And we're now getting here directly from a number of presenters at the Neurips D-RL workshop. So Matias Abatelli here from the University of Liesge, big fan of your podcast b...
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Scott Fujimoto
Scott Fujimoto expounds on his TD3 and BCQ algorithms, DDPG, Benchmarking Batch RL, and more!
https://media.transistor…db0.mp3?src=site
This is TalkArail Podcast, all reinforcement learning, all the time. Interviews at Brilliant folks across the world of RL. I'm your host, Rob and Chohan. Scott Fujimoto is a PhD student at McGill University and Miele. He's the author of the TD-3 algorithm, as well as some of the recent developments in batch deep reinf...
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Jessica Hamrick
Jessica Hamrick sheds light on Model-based RL, Structured agents, Mental simulation, Metacontrol, Construction environments, Blueberries, and more!
https://media.transistor…236.mp3?src=site
This is TalkAreal Podcast. All reinforcement learning, all the time. Interviews at Brilliant folks across the world of RL. I'm your host, Rob and Chohan. Dr. Jessica Hammrich is a research scientist at DeepMind. She holds a PhD in psychology from UC Berkeley. It's very kind of you to join us and thanks so much for bei...
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Pablo Samuel Castro
Pablo Samuel Castro drops in and drops knowledge on distributional RL, bisimulation, the Dopamine RL Framework, TF-Agents, and much more!
https://media.transistor…8c9.mp3?src=site
This is TalkAeral Podcast, all reinforcement learning, all the time. Interviews of brilliant folks across the world of RL. I'm your host, Rob and Chohon. Dr. Pablo Samuel Castro is a staff research software engineer at Google Bryant. He's the main author of the dopamine RL framework. Pablo, thanks so much for joining ...
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Kamyar Azizzadenesheli
Kamyar Azizzadenesheli brings us insight on Bayesian RL, Generative Adversarial Tree search, what goes into great RL papers, and much more!
https://media.transistor…927.mp3?src=site
This is TalkArail Podcast, all reinforcement learning, all the time. Interviews at Brilliant Folks across the world of RL. I'm your host, Rob and Chauhan. Dr. Kamjar Azizadena Shelley is a postdoctoral scholar at Caltech. He will be joining Purdue University as an Assistant CS professor in Fall 2020. Dr. Azizadena She...
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Antonin Raffin and Ashley Hill
Antonin Raffin and Ashley Hill discuss Stable Baselines past, present and future, State Representation Learning, S-RL Toolbox, RL on real robots, big compute for RL an...
https://media.transistor…122.mp3?src=site
This is TalkArail Podcast, all reinforcement learning, all the time. Interviews at Brilliant folks across the world of RL. I'm your host, Rob and Chauhan. AdTelon and Ophon is a researcher at the German Aerospace Center in Munich, working in the Institute of Robotics and Mechanronics. His research involves using machi...
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Michael Littman
ACM Fellow Professor Michael L Littman enlightens us on Human feedback in RL, his Udacity courses, Theory of Mind, organizing the RLDM Conference, RL past and present,...
https://media.transistor…ec8.mp3?src=site
This is TalkAreal Podcast. All reinforcement learning, all the time. Interviews at Brilliant Folks across the world of RL. I'm your host, Rob and Chauhan. Michael Lippmann is a professor of computer science at Brown University. He's not your average CS prof nor is he your average RL researcher. Professor Lippmann was ...
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Natasha Jaques
Natasha Jaques talks about her PhD, her papers on Social Influence in Multi-Agent RL, ML & Climate Change, Sequential Social Dilemmas, internships at DeepMind and ...
https://media.transistor…06d.mp3?src=site
This is Talk Our Real Podcast. All reinforcement learning, all the time. Interviews of brilliant folks from across the world of our realm. Time your host, Rob and Chauhan. Natasha Jakes is a PhD candidate at MIT, working on effective and social intelligence. She's interned with DeepMind and Google Brain and was an Ope...
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About TalkRL Podcast: All Reinforcement Learning, All the Time
Introducing TalkRL Podcast! Also check out our website at talkRL.com
https://media.transistor…950.mp3?src=site
This is TalkRail Podcast, all reinforcement learning, all the time. Interviews at Brilliant Folks from across the world of RL. Time your host, Rob and Chauhan. The idea with TalkRail Podcast is to hear from brilliant folks from across the world of reinforcement learning, both research and applications. As much as poss...
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