3 papers
cs.LG2026
When Missing Becomes Structure: Intent-Preserving Policy Completion from Financial KOL Discourse
Yuncong Liu, Yuan Wan, Zhou Jiang +1
Key Opinion Leader (KOL) discourse on social media is widely consumed as investment guidance, yet turning it into executable trading strategies without injecting assumptions about…
cs.AI2016
Asymmetric Move Selection Strategies in Monte-Carlo Tree Search: Minimizing the Simple Regret at Max Nodes
Yun-Ching Liu, Yoshimasa Tsuruoka
The combination of multi-armed bandit (MAB) algorithms with Monte-Carlo tree search (MCTS) has made a significant impact in various research fields. The UCT algorithm, which combin…
cs.AI2015
Adapting Improved Upper Confidence Bounds for Monte-Carlo Tree Search
Yun-Ching Liu, Yoshimasa Tsuruoka
The UCT algorithm, which combines the UCB algorithm and Monte-Carlo Tree Search (MCTS), is currently the most widely used variant of MCTS. Recently, a number of investigations into…