Asia
Adaptive Temporal-Difference Learning for Policy Evaluation with Per-State Uncertainty Estimates
Carlos Riquelme, Hugo Penedones, Damien Vincent, Hartmut Maennel, Sylvain Gelly, Timothy A. Mann, Andre Barreto, Gergely Neu
Neural Information Processing Systems http://nips.cc/
Partitioning Structure Learning for Segmented Linear Regression Trees
Neural Information Processing Systems http://nips.cc/
Graph Oracle Models, Lower Bounds, and Gaps for Parallel Stochastic Optimization
Blake E. Woodworth, Jialei Wang, Adam Smith, Brendan McMahan, Nati Srebro
Neural Information Processing Systems http://nips.cc/
OpenAI's Sam Altman: Global AI regulation 'urgently' needed
OpenAI's Sam Altman: Global AI regulation'urgently' needed OpenAI CEO Sam Altman says the world "urgently" needs global regulation of fast-evolving AI, calling for an international oversight body. The "democratisation of AI is the only fair and safe path forward," he said. Palestinians in Gaza say'Board of Peace' will further occupation Gaza'stabilization force' commander outlines security plans Trump praises'magnificent' B-2 bombers that struck Iran in 2025 Jordan-Israel relationship'at its worst' after West Bank plans Trump's'Board of Peace' convenes for first time Amid tensions, Ukraine's Chernobyl site remains part of a war zone What we know so far about arrest of UK's former Prince Andrew
Fast Bellman Updates for Wasserstein Distributionally Robust MDPs
Markov decision processes (MDPs) often suffer from the sensitivity issue under model ambiguity. In recent years, robust MDPs have emerged as an effective framework to overcome this challenge. Distributionally robust MDPs extend the robust MDP framework by incorporating distributional information of the uncertain model parameters to alleviate the conservative nature of robust MDPs.
Gaza 'stabilization force' commander outlines security plans
'The next stage of the Gaza genocide has begun' How important is the Rafah crossing reopening? Gaza'stabilization force' commander outlines security plans NewsFeed Gaza'stabilization force' commander outlines security plans US Major General Jasper Jeffers said the Gaza "International Stabilization Force" will first deploy to Rafah and hopes to eventually have 20,000 soldiers. Indonesia, which has pledged 8,000 troops, will serve as deputy commander of the force. Palestinians in Gaza say'Board of Peace' will further occupation OpenAI's Sam Altman: Global AI regulation'urgently' needed Trump praises'magnificent' B-2 bombers that struck Iran in 2025 Jordan-Israel relationship'at its worst' after West Bank plans Trump's'Board of Peace' convenes for first time Amid tensions, Ukraine's Chernobyl site remains part of a war zone
Modular Networks: Learning to Decompose Neural Computation
Louis Kirsch, Julius Kunze, David Barber
Scaling model capacity has been vital in the success of deep learning.