Understanding intelligence and creating intelligent machines are grand scientific challenges of our times. The ability to ...

Animal trainers know that animal behavior can be influenced by rewarding desirable behaviors. A dog trainer gives the dog a treat when it does a trick correctly. This reinforces the behavior, and the ...

This law enables working professionals to earn academic degrees by recognizing prior learning and work experience. By providing an alternative pathway to formal education, the law aims to make ...

Researchers from ByteDance, Tsinghua University, and the University of Hong Kong recently introduced DAPO (Dynamic Sampling Policy Optimization), an open-source large-scale reinforcement learning ...

Mar. 23, 2025 — Existing tax policies during the energy transition from fossil fuels to renewable sources will lead to major energy injustices and skewed priorities, ... Shrinking Andean ...

Abstract: Reinforcement learning (RL) has demonstrated exceptional performance ... Specifically, effectively blocking transitions to failure states, maintaining consistent policy action selection, and ...

A benchmark for evaluating reinforcement learning algorithms that train the policies using both real data and imaginary rollouts from LLMs. The concept of imaginary rollouts was proposed by KALM ...

Abstract: Experience Replay (ER) allows Deep Reinforcement Learning (RL) agent to reuse past experience ... obtain more accurate value estimations and action selections. Current policy algorithms ...

With this transition information, the system can better estimate the states to assist the decision making." The new reinforcement learning framework Teng and his colleagues developed could soon open ...

The S&P 500 is down by more than 4 percent since the start of the year as trade policy uncertainty has pummeled stocks. Peter Navarro’s remarks suggest Trump is preparing dramatic new tariff ...

Trump’s policies — while providing “a massive opportunity for Europe to pick up the slack” — “accelerate the need to have a self-contained European market for climate technology ...