In cooperative multi-agent reinforcement learning (MARL), due to its on-policy nature, policy gradient (PG) methods are typically believed to be…
FIGS (Fast Interpretable Greedy-tree Sums): A method for building interpretable models by simultaneously growing an ensemble of decision trees in…
We recently published the Berkeley Crossword Solver (BCS), the current state of the art for solving American-style crossword puzzles. The…
Figure 1: In real-world applications, we think there exist a human-machine loop where humans and machines are mutually augmenting each…
By John P. Desmond, AI Trends Editor The AI stack defined by Carnegie Mellon University is fundamental to the approach…
By John P. Desmond, AI Trends Editor Advancing trustworthy AI and machine learning to mitigate agency risk is a priority…
By AI Trends Staff While AI in hiring is now widely used for writing job descriptions, screening candidates, and automating interviews,…
By John P. Desmond, AI Trends Editor More companies are successfully exploiting predictive maintenance systems that combine AI and IoT…
By Lance Eliot, the AI Trends Insider We already expect that humans to exhibit flashes of brilliance. It might not happen all…