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- atari-dist-dqn:
- env:
- grid_search:
- - BreakoutNoFrameskip-v4
- - BeamRiderNoFrameskip-v4
- - QbertNoFrameskip-v4
- - SpaceInvadersNoFrameskip-v4
- run: DQN
- config:
- double_q: false
- dueling: false
- num_atoms: 51
- noisy: false
- prioritized_replay: false
- n_step: 1
- target_network_update_freq: 8000
- lr: .0000625
- adam_epsilon: .00015
- hiddens: [512]
- learning_starts: 20000
- buffer_size: 1000000
- rollout_fragment_length: 4
- train_batch_size: 32
- exploration_config:
- epsilon_timesteps: 200000
- final_epsilon: 0.01
- prioritized_replay_alpha: 0.5
- final_prioritized_replay_beta: 1.0
- prioritized_replay_beta_annealing_timesteps: 2000000
- num_gpus: 0.2
- timesteps_per_iteration: 10000
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