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defaults:
- _self_
# experiment
experiment: cql
agent:
_target_: cql.CQLAgent
obs_shape: ??? # to be specified later
action_shape: ??? # to be specified later
device: ${device}
lr: ${lr}
critic_target_tau: 0.01
update_every_steps: 2
use_tb: ${use_tb}
num_expl_steps: 2000
hidden_dim: 1024
feature_dim: ${feature_dim}
stddev_schedule: ${stddev_schedule}
stddev_clip: 0.3
offline: ${offline}
cql_importance_sample: ${cql_importance_sample}
temp: ${temp}
min_q_weight: ${min_q_weight}
num_random: ${num_random}
with_lagrange: ${with_lagrange}
lagrange_thresh: ${lagrange_thresh}
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