lcrl | Logically-Constrained Reinforcement Learning | Reinforcement Learning library
kandi X-RAY | lcrl Summary
kandi X-RAY | lcrl Summary
Logically-Constrained Reinforcement Learning (LCRL) is a model-free reinforcement learning framework to synthesise policies for unknown, continuous-state-action Markov Decision Processes (MDPs) under a given Linear Temporal Logic (LTL) property. LCRL automatically shapes a synchronous reward function on-the-fly. This enables any off-the-shelf RL algorithm to synthesise policies that yield traces which probabilistically satisfy the LTL property. LCRL produces policies that are certified to satisfy the given LTL property with maximum probability.
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Top functions reviewed by kandi - BETA
- Train a neural network
- Train the DMPG model
- Train a nfq module
- Train the model
- Generate a gif for a given policy
- Compute the acceptance function
- Returns the augmented action space
- Reward the reward
- Process layout
- Perform a step
- Find the shortest path between start and end
- Reset the agent state
- Convert from state to cell
- Convert cell number to location coordinates
- Step through the agent
- Return the label for a given state
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QUESTION
I am using kableExtra to generate an Rmarkdown table (in Rstudio 1.2.1335, Windows 10). One of the cells ends up with it's value pushed to another line which messes up the line spacing (see image below). The odd part is that if I manually replace that cell value in the matrix with another value, it sometimes fixes it, depending on the replacement value. My code is below (I have tried and failed to make a reproducible example - the problem only seems to crop up with my actual data).
...ANSWER
Answered 2021-Mar-17 at 17:34I have identified the issue (thanks to the issues posted here, here, and here).
The problem is that when two rows in the table are identical, a \vphantom{1}
is inserted into the LaTex code for the first identical row, to differentiate the two identical rows. I noticed this when I examined the Latex file - the first row of the table was
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