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How to watch ‘The Sea Devils’ online from anywhere in the world
A special re-edited, feature-length version of the classic Doctor Who story “The Sea Devils” lands on BBC iPlayer and BBC Four in the U.K., condensing the original six-parter into a tight 90 minutes with enhanced sound and a new musical score. Here’s how to watch “The Sea Devils” online from anywhere with a VPN — …
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How to watch ‘Predators’ online — stream Chris Hansen doc from anywhere with a free Paramount Plus trial
“Predators” is an investigation into the Dateline NBC series “To Catch A Predator” which ran for four years until 2007. Affably hosted by Chris Hansen, It was a smash hit at the time but tragic consequences including a suicide and a change in the public mood have thrown up moral complexities. “Predators” premieres exclusively on …
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How to watch ‘The Famous Five: Big Trouble on Billycock Hill’ online from anywhere
Back on your bikes! “The Famous Five: Trouble on Billycock Hill” is the latest feature-length adventure from the BBC, whose reimagining of Enid Blyton’s children’s books continues to be a hit. Now, as World War II closes in, The Five must help an amnesiac RAF pilot evade dastardly foes seeking state secrets. Read on below …
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How to watch ‘The War Between Land and Sea’ online from anywhere in the world
This new Whoniverse event series follows UNIT as it faces an ancient ocean-dwelling species that finally steps into the light and declares open conflict with humanity. Set between major Doctor Who beats, it asks how Earth responds when the Doctor is not there to save the day. Expect a punchy, five-part story, a double-bill UK …
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New ‘KnoWay’ robotaxis cause chaos in upcoming Grand Theft Auto Online DLC
The latest expansion to Grand Theft Auto Online includes robotaxis from a fictional-yet-familiar company dubbed “KnoWay,” whose sole purpose appears to be wreaking havoc. A trailer released Friday shows KnoWay vans adorned with lidar sensors swerving through city streets, wrecking other cars, and crashing through a billboard for the made up company. While that’s all …
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How We Learn Step-Level Rewards from Preferences to Solve Sparse-Reward Environments Using Online Process Reward Learning
In this tutorial, we explore Online Process Reward Learning (OPRL) and demonstrate how we can learn dense, step-level reward signals from trajectory preferences to solve sparse-reward reinforcement learning tasks. We walk through each component, from the maze environment and reward-model network to preference generation, training loops, and evaluation, while observing how the agent gradually improves …
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