#neural-networks - M'Tech Research

#neural-networks

2 articles

Sparse, Precondition-Aware Task Graphs Shrink Planning Latency and Lift Long-Horizon Success across RLBench, ALFRED, and WebArena

ai 8 min read

Sparse, Precondition-Aware Task Graphs Shrink Planning Latency and Lift Long-Horizon Success across RLBench, ALFRED, and WebArena

Explore how sparse, precondition-aware task graphs improve planning latency and success in long-horizon tasks across RLBench, ALFRED, and WebArena.

#reinforcement-learning #planning #task-graphs

DInf-Grid Empirical Convergence Protocol Unifies Solver Comparisons Across ODEs and PDEs

ai 8 min read

DInf-Grid Empirical Convergence Protocol Unifies Solver Comparisons Across ODEs and PDEs

Explore how DInf-Grid's Empirical Convergence Protocol unifies comparisons of neural and classical solvers across ODEs and PDEs for better insights.

#ai #solvers #numerical-methods