
Rewards

CleanPlay has launched on PS5 with rewards for gamers who choose clean energy
CleanPlay has launched its energy-saving app on PlayStation 5, helping to raise renewable energy consciousness among players. Founded by games industry pioneers David Helgason and Richard Hilleman, CleanPlay is a new subscription platform that matches the average electricity used by gaming consoles with verified clean energy solutions for as little as $1.99 a month. CleanPlay…

Process Reinforcement through Implicit Rewards (PRIME): A Scalable Machine Learning Framework for Enhancing Reasoning Capabilities
Reinforcement learning (RL) for large language models (LLMs) has traditionally relied on outcome-based rewards, which provide feedback only on the final output. This sparsity of reward makes it challenging to train models that need multi-step reasoning, like those employed in mathematical problem-solving and programming. Additionally, credit assignment becomes ambiguous, as the model does not get…