RockSample
PulseAugur coverage of RockSample — every cluster mentioning RockSample across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
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New Belief Embedding Tree Search (BETS) planner for POMDPs unveiled
Researchers have introduced Belief Embedding Tree Search (BETS), a novel Monte Carlo planner designed for partially observable Markov decision processes (POMDPs). BETS represents beliefs using a generative distribution …
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Multi-robot active inference method improves coordinated exploration
Researchers have developed a novel approach for multi-robot active inference, enabling teams to learn a common environment model and plan actions based on expected information gain. This method corrects errors in belief…
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New framework unifies uncertainty reduction and reward in POMDPs
Researchers have developed a new framework for Partially Observable Markov Decision Processes (POMDPs) that directly rewards uncertainty reduction. This approach, termed minimizing Expected Free Energy (EFE), is shown t…