laura toni

301 posts

laura toni

laura toni

@tonizza82

Katılım Nisan 2010
301 Takip Edilen324 Takipçiler
Sabitlenmiş Tweet
laura toni
laura toni@tonizza82·
Very excited and honoured to launch BOLD! 3 universities, 6 co-leaders, outstanding researchers, all together with one goal: building a national AI Research Lab breaking discoveries in fundamental AI, toward open-ended learning, & open-source AI. Stay tuned!
British Open-ended Learning and Discovery Lab@bold_lab_ai

Hello world :) We are BOLD — the British Open-ended Learning and Discovery Lab! BOLD is a new academic research lab fully focussed on paradigm breaking discoveries in fundamental AI. We work towards more efficient & open AI that is built around human needs and capabilities. To pursue these breakthroughs, we pioneer new modes of collaboration in academia that are more focussed, resourced, agile, and collaborative. Rather than fragmenting resources, today we are sunsetting 5 of the UKs leading AI labs to join forces under our joined scientific vision. Our vision is centered around three pillars: ⚡ Beyond backpropagation – questioning the foundations of the field. 🤝 Human-centric learning & discovery – treating humans as core to our algorithms 🤖 Embodied learning – fast learning and adapting methods that deal with the messy real world BOLD is backed by @UKRI_News and @EPSRC with £30M – and this is just the beginning. We are urgently looking for partners and sponsors to 10x this. 👉 ox.ac.uk/news/2026-06-2… 👉 bold-lab.ai @j_foerst, @CULLYAntoine, @tonizza82, @shimon8282, @tonizza82, Ani Calinescu & @_rockt

English
0
3
23
2.3K
laura toni retweetledi
British Open-ended Learning and Discovery Lab
We hope you’ve enjoyed a sneak peek of work from BOLD and our collaborators at #ICML2026! See below for a full summary of where you can find us this week: ▶️ (Poster) Procedural Generation of Algorithm Discovery Tasks in Machine Learning, Hall A #1803, Tuesday 10:30 - 12:15, led by @AlexDGoldie ▶️ (Poster) h1: Bootstrapping LLMs to Reason over Longer Horizons via Reinforcement Learning, Hall A #2704, led by Alesia Ivanova @sumeetrm ▶️ (Poster) Goal-Conditioned Agents that Learn Everything All at Once, Hall A #310, Tuesday 14:00 - 15:45, led by @mitrma ▶️ (Poster) Rubric Curriculum RL: Exploiting the Generation-Verification Gap in Creative Writing, Hall A #2605, Wednesday 14:30 - 14:15, led by Tejas Krishnan @sumeetrm ▶️ (Poster) Evolution Strategies at the Hyperscale, Hall A #3712, Thursday 10:30 - 12:15, led by @bidiptas13 @JuanDuquevan Mattie Fellows ▶️ (Poster) Dreaming in Code for Curriculum Learning in Open-Ended Worlds, Hall A #213, Wednesday 17:00 - 18:45, led by @k_mitsides ▶️ (Poster) Evolution Strategies at the Hyperscale, Hall A #3712, Thursday 10:30 - 12:15, led by @bidiptas13 @JuanDuquevan Mattie Fellows ▶️ (Poster) The Decrypto Benchmark for Multi-Agent Reasoning and Theory of Mind, Hall A #3504, Thursday 14:30 - 16:15, led by @_andreilupu ▶️ (Poster) LongCoT: Benchmarking Long-Horizon Chain-of-Thought Reasoning, Hall A #1705, Thursday 14:30 - 16:15, led by @sumeetrm @DanielNichols10 @CharlieLondon02 Peggy Li Fabio Pizzati ▶️ (Talk) Superhuman Scientific Discovery, RLxF Worskhop, Friday 15:30 - 16:00, by @robertarail ▶️ (Panel) RLxF Worskhop, Friday 16:00 - 17:00, by @robertarail ▶️ (Workshop) Amortising Bayesian Experimental Design for Sequential Information Gathering in LLMs, FoGen Workshop, Friday, led by @jakobhartmann99 James Harvey Jhonathan Navott ▶️ (Workshop) Elicitation Format Drives Divergent LLM Geopolitical Forecasts, AI Forecasting Workshop, Saturday, led by @hariharansuhas @michalbravansky ▶️ (Workshop) EGGROLL-IPO: Pluralistic Alignment via Decentralised Post-Training with Population Preferences, Pluralistic Alignment Workshop, Saturday, led by @alfie_lamerton ▶️ (Workshop Spotlight) Abstraction for Offline Goal-Conditioned Reinforcement Learning, DEMO Workshop, Saturday, led by @ClarisseWibault
English
2
24
50
16.2K
laura toni retweetledi
British Open-ended Learning and Discovery Lab
🚀 Three (yes, three!) papers on long-horizon reasoning and RL for non-verifiable domains from @sumeetrm, @CharlieLondon02, and collaborators at ICML 2026. h1 (Spotlight) trains models to reason over longer horizons using curriculum RL over composed short-horizon data. This allows models to generalize to harder tasks and improves performance even at high pass@k. LongCoT isolates and benchmarks long-horizon CoT capabilities, pushing models to reason well over tens and hundreds of thousands of tokens in an output. Rubric Curriculum RL uses the generation-verification gap in non-verifiable domains to allow models to self-improve on tasks like creative writing and health advicing. h1: arxiv.org/pdf/2510.07312 LongCoT: arxiv.org/abs/2604.14140 RcRL: openreview.net/pdf?id=LShWfvQ…
British Open-ended Learning and Discovery Lab tweet media
English
1
7
32
2.9K
laura toni retweetledi
UCL LASP (now part of BOLD)
LASP's era is coming to an end, but only because of a new and incredibly exciting opportunity🚀 Strongly believing 1+1=3, we are merging @UCL_LASP, @FLAIR_Ox, @whi_rl, @UCL_DARK and AIRL in favour of BOLD — the British Open-ended Learning and Discovery Lab (@BOLD_Lab_AI) 🧵 1/5
English
1
1
13
1.2K
laura toni retweetledi
laura toni retweetledi
raia hadsell
raia hadsell@RaiaHadsell·
hot take - it's not all about language. Beyond chatbots, AI has a profound ability to model more complex - and mysterious - systems, from the human body and global weather to Earth in its entirety. I shared my views on the @TEDAIVienna stage: ted.com/talks/raia_had…
English
9
26
143
62.4K
laura toni
laura toni@tonizza82·
Exciting new release: NAVIX, a MiniGrid re-implementation in #JAX for lightning-fast RL training🚀 Check it out github.com/epignatelli/na… arxiv.org/pdf/2407.19396
Eduardo Pignatelli@edupignatelli

📢 ⚡️Glad to finally release #NAVIX: we re-implemented MiniGrid in #JAX for lightning-fast RL training🚀 You can now train more than 2048 #PPO agents on #MiniGrid environments in less than *2* minutes! ⚡️⚡️ Say goodbye to long and tedious hparams search! 👋👋

English
0
0
1
227
laura toni retweetledi
Eduardo Pignatelli
Eduardo Pignatelli@edupignatelli·
📢! Tomorrow (27th) I will be presenting our - *Survey on Credit Assignment* and our work on - *Credit Assignment with Language models* (SPOILER🚩) at @UoE_Agents (@InfAtEd) reading group. Thank you, @UoE_Agents for the kind invite! Tune in, if interested! (links below)
English
6
5
12
1.7K
laura toni retweetledi
Kim Stachenfeld (neurokim.bsky.social)
Applications open for student researchers (formerly interns)! #student-researcher-program" target="_blank" rel="nofollow noopener">deepmind.google/about/careers/… There will likely be projects with me+colleagues (including @kevinjmiller10!) on comp neuro, and ML directions on memory+retrieval. Locations in NYC/London. Reach out if any questions!
Kevin Miller@kevinjmiller10

Applications are open for the @GoogleDeepMind Student Researcher Program! There will likely be projects available to work with me and with others in computational neuroscience. If interested, please feel free to get in touch! Learn more and apply here: #student-researcher-program" target="_blank" rel="nofollow noopener">deepmind.google/about/careers/…

English
6
35
169
53.9K
laura toni
laura toni@tonizza82·
Excited about our latest survey on Credit Assignment for deepRL, providing a unifying view on the credit assignment methods and their challenges! arxiv.org/abs/2312.01072 Thanks to all co-authors, especially to @edupignatelli for the massive work in putting all this together!
Eduardo Pignatelli@edupignatelli

Glad to share our latest work "A survey of Temporal Credit Assignment in Deep RL". We bridge the gap between the fundamental role of Credit Assignment in RL and the little discussion on its precise mathematical nature: arxiv.org/pdf/2312.01072…

English
0
5
11
1.4K
laura toni retweetledi
Eduardo Pignatelli
Eduardo Pignatelli@edupignatelli·
Glad to share our latest work "A survey of Temporal Credit Assignment in Deep RL". We bridge the gap between the fundamental role of Credit Assignment in RL and the little discussion on its precise mathematical nature: arxiv.org/pdf/2312.01072…
English
2
16
38
8K
laura toni
laura toni@tonizza82·
New PhD Scholarships available at UCL @ucleeenews ! We are looking for highly motived and curious students willing to be fully immersed in the world of AI from the lens of privacy, robustness and anomaly detection in decision making @UCL_LASP
Anna Maria Mandalari 🦋@ammandalari

We are looking for #PhD students in our group: ucl-epsrc-dtp.github.io/2024-25-projec… Apply apply apply!! 🤩🦋 @ucleeenews @UCL_ICCS #PhDposition #UCL @ilijabogunovic @tonizza82 Francesca Boem

English
0
4
10
2.1K