guyk1971 74db141d5e SAC algorithm (#282) ...

* SAC algorithm

* SAC - updates to agent (learn_from_batch), sac_head and sac_q_head to fix problem in gradient calculation. Now SAC agents is able to train.
gym_environment - fixing an error in access to gym.spaces

* Soft Actor Critic - code cleanup

* code cleanup

* V-head initialization fix

* SAC benchmarks

* SAC Documentation

* typo fix

* documentation fixes

* documentation and version update

* README typo

2019-05-01 18:37:49 +03:00

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ac.png

update of api docstrings across coach and tutorials [WIP] (#91)

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acer.png

ACER algorithm (#184)

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act.png

update of api docstrings across coach and tutorials [WIP] (#91)

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algorithms.png

SAC algorithm (#282)

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attention_discretization.png

update of api docstrings across coach and tutorials [WIP] (#91)

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bollinger_bands.png

update of api docstrings across coach and tutorials [WIP] (#91)

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box_discretization.png

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box_masking.png

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bs_dqn.png

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cil.png

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design.png

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dfp.png

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distributed.png

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distributional_dqn.png

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dqn.png

update of api docstrings across coach and tutorials [WIP] (#91)

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dueling_dqn.png

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filters.png

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full_discrete_action_space_map.png

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horizontal-scale-out.png

Add documentation on distributed Coach. (#158)

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improve.png

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naf.png

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nec.png

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network.png

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observe.png

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partial_discrete_action_space_map.png

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pg.png

update of api docstrings across coach and tutorials [WIP] (#91)

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ppo.png

update of api docstrings across coach and tutorials [WIP] (#91)

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qr_dqn.png

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rainbow.png

update of api docstrings across coach and tutorials [WIP] (#91)

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sac.png

SAC algorithm (#282)

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separate_signals.png

update of api docstrings across coach and tutorials [WIP] (#91)

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train.png

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updating_dynamically.gif

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