Heartland Opportunistic Value Equity Strategy Q4 2025 Commentary

During the quarter, Heartland Opportunistic Value Equity Strategy returned 0.79%, trailing the Russell 3000® Value Index, which was up 3.78%.
IEEE

Robotic Offline RL from Internet Videos via Value-Function Learning

Abstract: Pre-training on Internet data has proven to be a key ingredient for broad generalization in many modern ML systems. What would it take to enable such capabilities in robotic reinforcement ...

Kim Hyang Gi, Cha Hak Yeon, N.Flying’s Kim Jae Hyun, And More Confirmed For New Drama

Kim Hyang Gi, Cha Hak Yeon, N.Flying’s Kim Jae Hyun, Sohn Jeong Hyuck, and Kim Dong Gyu will star in the upcoming drama “The ...
IEEE

VGN: Value Decomposition With Graph Attention Networks for Multiagent Reinforcement Learning

Abstract: Although value decomposition networks and the follow on value-based studies factorizes the joint reward function to individual reward functions for a kind of cooperative multiagent ...
The New York Times

Trump’s E.P.A. Has Put a Value on Human Life: Zero Dollars

The Environmental Protection Agency has stopped estimating the dollar value of lives saved in the cost-benefit analyses for new pollution rules. Los Angeles smog in 1979. For decades, government ...