lower bounded target q - #1330

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le-horizon wants to merge 8 commits into

Commits on Jun 27, 2022

minimum change for lower bounded value target (for episodic return, goal distance return, and n-step bootstrapped return)
Le Horizon
committed
b9c4143

Commits on Jun 30, 2022

introduce her_algorithms wrapper to replace ad hoc changes to base (off-policy) algorithms
Le Horizon
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6d5b225
protect for the case where lbtq is enabled but HER is not.
Le Horizon
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3d3df47
move functions around in value_ops to avoid spurious diffs
Le Horizon
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ee39185

Commits on Jul 1, 2022

use LowerBoundedTDLoss with td_lambda=0 (OneStepLoss) to fix value exploding.
Le Horizon
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928e894
field name improvement and add formula in comment
Le Horizon
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99aacf1
upload plots and update README
Le Horizon
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125bb75
update dqn plot
Le Horizon
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1824056