Itai Caspi 11faf19649 QR-DQN bug fix and imporvements (#30) ...

* bug fix - QR-DQN using error instead of abs-error in the quantile huber loss

* improvement - QR-DQN sorting the quantile only once instead of batch_size times

* new feature - adding the Breakout QRDQN preset (verified to achieve good results)

2017-11-29 14:01:59 +02:00

..

__init__.py

new feature - implementation of Quantile Regression DQN (https://arxiv.org/pdf/1710.10044v1.pdf)

2017-11-01 15:09:07 +02:00

actor_critic_agent.py

bug fix - preventing crashes when the probability of one of the actions is 0 in the policy head

2017-10-31 10:51:48 +02:00

agent.py

Fix for NEC not saving the DND when saving a model

2017-11-09 19:13:23 +02:00

bootstrapped_dqn_agent.py

coach v0.8.0

2017-10-19 13:10:15 +03:00

categorical_dqn_agent.py

new feature - implementation of Quantile Regression DQN (https://arxiv.org/pdf/1710.10044v1.pdf)

2017-11-01 15:09:07 +02:00

clipped_ppo_agent.py

imporved API for getting / setting variables within the graph

2017-10-31 10:51:48 +02:00

ddpg_agent.py

coach v0.8.0

2017-10-19 13:10:15 +03:00

ddqn_agent.py

coach v0.8.0

2017-10-19 13:10:15 +03:00

dfp_agent.py

coach v0.8.0

2017-10-19 13:10:15 +03:00

dqn_agent.py

coach v0.8.0

2017-10-19 13:10:15 +03:00

mmc_agent.py

coach v0.8.0

2017-10-19 13:10:15 +03:00

n_step_q_agent.py

coach v0.8.0

2017-10-19 13:10:15 +03:00

naf_agent.py

coach v0.8.0

2017-10-19 13:10:15 +03:00

nec_agent.py

Fix for NEC not saving the DND when saving a model

2017-11-09 19:13:23 +02:00

pal_agent.py

coach v0.8.0

2017-10-19 13:10:15 +03:00

policy_gradients_agent.py

bug fix - preventing crashes when the probability of one of the actions is 0 in the policy head

2017-10-31 10:51:48 +02:00

policy_optimization_agent.py

coach v0.8.0

2017-10-19 13:10:15 +03:00

ppo_agent.py

imporved API for getting / setting variables within the graph

2017-10-31 10:51:48 +02:00

qr_dqn_agent.py

QR-DQN bug fix and imporvements (#30)

2017-11-29 14:01:59 +02:00

value_optimization_agent.py

coach v0.8.0

2017-10-19 13:10:15 +03:00