Eric Liang
be26a7b1b0
[rllib] Support for complex / variable-length observation spaces ( #8393 )
2020-06-06 12:22:19 +02:00
Eric Liang
9a83908c46
[rllib] Deprecate policy optimizers ( #8345 )
2020-05-21 10:16:18 -07:00
Sven Mika
166bb5d690
[RLlib] IMPALA PyTorch ( #8287 )
...
This PR adds an IMPALA PyTorch implementation.
- adds compilation tests for LSTM and w/o LSTM.
- adds learning test for CartPole.
2020-05-03 13:44:25 +02:00
Sven Mika
499ad5fbe4
[RLlib] PyTorch version of APPO. ( #8120 )
...
- Translate all vtrace functionality to torch and added torch to the framework_iterator-loop in all existing vtrace test cases.
- Add learning test cases for APPO torch (both w/ and w/o v-trace).
- Add quick compilation tests for APPO (tf and torch, v-trace and no v-trace).
2020-04-23 09:11:12 +02:00
Sven Mika
d15609ba2a
[RLlib] PyTorch version of ARS (Augmented Random Search). ( #8106 )
...
This PR implements a PyTorch version of RLlib's ARS algorithm using RLlib's functional algo builder API. It also adds a regression test for ARS (torch) on CartPole.
2020-04-21 09:47:52 +02:00
Sven Mika
3812bfedda
[RLlib] PyTorch version of ES (Evolution Strategies). ( #8104 )
...
PyTorch version of Evolution Strategies (ES) Algo.
2020-04-20 21:47:28 +02:00
Sven Mika
d2b5c171cb
[RLlib] Add pytorch sigils to toc and add links to algo overview table. ( #7950 )
...
* Add torch sigils to toc-tree for DQN/APEX.
* WIP.
2020-04-09 10:40:18 -07:00
Eric Liang
5cebee68d6
[rllib] Add scaling guide to documentation, improve bandit docs ( #7780 )
...
* update
* reword
* update
* ms
* multi node sgd
* reorder
* improve bandit docs
* contrib
* update
* ref
* improve refs
* fix build
* add pillow dep
* add pil
* update pil
* pillow
* remove false
2020-03-27 22:05:43 -07:00
Eric Liang
9392cdbf74
[rllib] Add high-performance external application connector ( #7641 )
2020-03-20 12:43:57 -07:00
Eric Liang
52cf77f5a9
[rllib] SAC no_done_at_end should default to False ( #7594 )
...
* update
* update doc
* stochastic
* cleanu
2020-03-14 11:16:54 -07:00
Sven Mika
2d97650b1e
[RLlib] Add Exploration API documentation. ( #7373 )
...
* Add Exploration API documentation.
* Add Exploration API documentation.
* Add Exploration API documentation.
* Update exporation docs.
2020-03-01 16:55:41 -08:00
Eric Liang
026f6884b5
[rllib] Add Decentralized DDPPO trainer and documentation ( #7088 )
2020-02-10 15:28:27 -08:00
Eric Liang
fbc545c03b
[rllib] Support parallel, parameterized evaluation ( #6981 )
...
* eval api
* update
* sync eval filters
* sync fix
* docs
* update
* docs
* update
* link
* nit
* doc updates
* format
2020-02-01 22:12:12 -08:00
Eric Liang
6bb30c9f1b
fix links ( #6883 )
2020-01-22 01:06:07 -08:00
Eric Liang
14016535a5
[rllib] Add TF and Torch icons to show which are available for each algo ( #6869 )
2020-01-20 15:22:21 -08:00
Victor Le
4e24c805ee
AlphaZero and Ranked reward implementation ( #6385 )
2019-12-07 12:08:40 -08:00
Eric Liang
bc5e259264
[rllib] Add a doc section on computing actions ( #6326 )
...
* options doc
* add note
* hint shr
* doc update
2019-12-03 00:10:50 -08:00
Eric Liang
a0dcb45dc3
[rllib] Fix APEX priorities returning zero all the time ( #5980 )
...
* fix
* move example tests to end
* level err
* guard against none
* no trace test
* ignore thumbs
* np
* fix multi node
* fix
2019-10-26 13:23:42 -07:00
Eric Liang
bc6a95deb0
[rllib] Eager execution for centralized critic example, fix simple optimizer for multiagent ( #5683 )
2019-09-11 12:15:34 -07:00
Eric Liang
1455a19c85
Consolidate and clean up documentation ( #5645 )
2019-09-07 11:50:18 -07:00
Eric Liang
79949fb8a0
[rllib] RLlib in 60 seconds documentation ( #5430 )
2019-08-12 17:39:02 -07:00
