ENTITY
POMCP
POMCP
PulseAugur coverage of POMCP — every cluster mentioning POMCP across labs, papers, and developer communities, ranked by signal.
Total · 30d
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2 over 90d
Releases · 30d
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0 over 90d
Papers · 30d
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2 over 90d
TIER MIX · 90D
TOPICS
RECENT · PAGE 1/1 · 2 TOTAL
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New Belief-State Engine Enhances LLM Planning in Uncertain Environments
Researchers have introduced the Belief-State Engine (BSE), an architectural modification designed to enhance the planning capabilities of Large Language Models (LLMs) in partially observable environments. The BSE functi…
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New MCTS analysis offers theoretical guarantees for POMDP planning
Researchers have developed a new finite-time analysis for Monte Carlo Tree Search (MCTS) when applied to Partially Observable Markov Decision Processes (POMDPs). This work provides probabilistic concentration bounds for…