RLlib

Steps to contribute to RLlib Offline RL Debugging and performance tuning Repeated observation space Checkpointing, Restoring Ray Tune stopping condition & comparisons Configure Algorithm, Training, Evaluation, Scaling

Topic	Replies	Views	Activity
How to pretrain a model with behavior cloning RLlib	13	2632	February 14, 2023
RLlib beginners tutorial at this year's Ray Summit (June 22nd-24th)! RLlib	11	608	June 29, 2021
[RLlib] Impossible actions RLlib	12	2677	May 11, 2022
RLlib Office Hours - Now open for signup RLlib	13	720	June 2, 2022
ValueError: Expected parameter logits (...) to satisfy the constraint IndependentConstraint(Real(), 1) RLlib	36	3796	August 17, 2022
Ray for Rapberry Pi, is possible? RLlib	30	2266	February 23, 2021
RLLIB not working with Tune with sample batch input RLlib	25	771	October 4, 2022
_winapi.CreateProcess(executable, args, FileNotFoundError: [WinError 2] RLlib	9	6131	May 14, 2022
[RLlib] Visualise custom environment RLlib	18	2262	March 30, 2021
Reproducible training - setting seeds for all workers / environments RLlib	20	3158	May 24, 2023
Observation_space not provided in PolicySpec RLlib	21	2093	February 7, 2023
Help debugging a memory leak in rllib RLlib	21	2024	September 25, 2022
Compute_actions for Trajectory API RLlib	11	1441	February 10, 2022
Board game self-play PPO RLlib	15	1908	May 4, 2021
Multi-Agent Training with Different Algorithms RLlib	24	806	October 11, 2022
Issues reproducing stable-baselines3 PPO performance with rllib RLlib	14	1015	March 16, 2022
Resume=True fails without useful error message RLlib	31	1190	September 26, 2022
Issue creating custom action mask enviorment RLlib	13	980	February 17, 2022
RNN L2 weights regularization RLlib	41	997	July 5, 2021
Compute/display actions from ray.tune RLlib	10	1051	March 30, 2021
Very slow gradient descent on remote workers RLlib	14	1571	June 8, 2021
RLLib Multiagent: Load only one policy from checkpoint & Compatibility of RLLib/Tune Checkpoints RLlib	9	1829	November 24, 2021
How do I set GPU affinity of workers RLlib	17	1354	April 23, 2021
Deploying a learned policy under "explore=False / True" RLlib	9	564	March 17, 2022
Best way to have custom value state + LSTM RLlib	9	1698	April 10, 2022
Issue with custom LSTMs RLlib	34	906	February 26, 2023
Use Policy_Trainer with TensorBoard RLlib	33	865	November 13, 2021
How to define fcnet_hiddens size and number of layers in rllib tune? RLlib	18	960	January 19, 2023
RLlib, PyTorch and Mac M1 GPUs: No available node types can fulfill resource request RLlib	10	1257	September 7, 2022
How to log Render to tensorboard? RLlib	9	1313	July 22, 2021
Global optima with centralized critic (basic understanding) RLlib	10	1244	April 10, 2021
Efficient set and graph space for RL RLlib	9	727	December 9, 2022
Custom RNN Model with Examples - why do they fail? RLlib	11	1145	May 5, 2022
Error when running on GPU RLlib	9	1249	February 23, 2022
Is any multi discrete action example for PPO or other algorithms? RLlib	9	1221	January 29, 2023
Apply preprocessor in custom model RLlib	16	925	May 4, 2022
Accessing info dicts in postprocessing callback RLlib	10	633	January 11, 2021
Stacking callback objects [Solved. Code included.] RLlib	12	565	April 30, 2021
Unable to restore fully trained checkpoint RLlib	16	876	March 8, 2023
Observation space with multiple input RLlib	15	884	December 10, 2021
PPO trainer eating up memory RLlib	9	1107	April 2, 2021
Missing 'grad_gnorm' key in some `input_trees` after some training time RLlib	23	664	January 29, 2023
Error with torch policy and ray.get_gpu_ids on Windows RLlib	9	574	July 30, 2021
Maximum recommended reward RLlib	18	722	July 14, 2022
Possible to access default logger from environment? RLlib	15	761	April 27, 2021
RLlib's PolicyServer and external simulator as client RLlib	15	746	April 12, 2021
Get agent ID in multi-agent setting RLlib	16	713	October 5, 2021
Trying to set up external RL environment and having trouble RLlib	14	692	September 28, 2021
[Bug] Env must be one of the supported types: BaseEnv, gym.Env, MultiAgentEnv, VectorEnv, RemoteBaseEnv RLlib	10	809	March 2, 2023
MARL Custom RNN Model Batch Shape (batch, seq, feature) RLlib	9	838	April 1, 2021