Python-TensorFlow实现的强化学习算法集锦

[{"title":"（ 85 个子文件 128KB ） Python-TensorFlow实现的强化学习算法集锦","children":[{"title":"rltf-master","children":[{"title":"plot","children":[{"title":"plotter.py <span style='color:#111;'> 14.21KB </span>","children":null,"spread":false},{"title":"dataproc.py <span style='color:#111;'> 10.44KB </span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'> 144B </span>","children":null,"spread":false},{"title":".gitignore <span style='color:#111;'> 34B </span>","children":null,"spread":false},{"title":"dataio.py <span style='color:#111;'> 2.95KB </span>","children":null,"spread":false}],"spread":true},{"title":"rltf","children":[{"title":"memory","children":[{"title":"pg_buffer.py <span style='color:#111;'> 4.48KB </span>","children":null,"spread":false},{"title":"base_buffer.py <span style='color:#111;'> 10.41KB </span>","children":null,"spread":false},{"title":"__init__.py <span style='color:#111;'> 150B </span>","children":null,"spread":false},{"title":"replay_buffer.py <span style='color:#111;'> 4.92KB </span>","children":null,"spread":false}],"spread":true},{"title":"tf_utils","children":[{"title":"cg.py <span style='color:#111;'> 4.21KB </span>","children":null,"spread":false},{"title":"ops.py <span style='color:#111;'> 741B </span>","children":null,"spread":false},{"title":"__init__.py <span style='color:#111;'> 317B </span>","children":null,"spread":false},{"title":"tf_utils.py <span style='color:#111;'> 4.60KB </span>","children":null,"spread":false},{"title":"blr.py <span style='color:#111;'> 6.76KB </span>","children":null,"spread":false},{"title":"distributions.py <span style='color:#111;'> 2.99KB </span>","children":null,"spread":false},{"title":"inverse.py <span style='color:#111;'> 2.78KB </span>","children":null,"spread":false}],"spread":true},{"title":"utils","children":[{"title":"__init__.py <span style='color:#111;'> 48B </span>","children":null,"spread":false},{"title":"layouts.py <span style='color:#111;'> 7.09KB </span>","children":null,"spread":false},{"title":"rltf_conf.py <span style='color:#111;'> 221B </span>","children":null,"spread":false},{"title":"maker.py <span style='color:#111;'> 3.64KB </span>","children":null,"spread":false},{"title":"seeding.py <span style='color:#111;'> 5.32KB </span>","children":null,"spread":false},{"title":"rltf_log.py <span style='color:#111;'> 6.00KB </span>","children":null,"spread":false}],"spread":true},{"title":"agents","children":[{"title":"ddpg_agent.py <span style='color:#111;'> 4.33KB </span>","children":null,"spread":false},{"title":"agent.py <span style='color:#111;'> 13.99KB </span>","children":null,"spread":false},{"title":"pg_agent.py <span style='color:#111;'> 7.31KB </span>","children":null,"spread":false},{"title":"dqn_agent.py <span style='color:#111;'> 4.75KB </span>","children":null,"spread":false},{"title":"__init__.py <span style='color:#111;'> 583B </span>","children":null,"spread":false},{"title":"qlearn_agent.py <span style='color:#111;'> 8.72KB </span>","children":null,"spread":false},{"title":"trpo_agent.py <span style='color:#111;'> 2.90KB </span>","children":null,"spread":false},{"title":"ppo_agent.py <span style='color:#111;'> 1.31KB </span>","children":null,"spread":false},{"title":"base_agents.py <span style='color:#111;'> 4.59KB </span>","children":null,"spread":false}],"spread":true},{"title":"envs","children":[{"title":"wrappers.py <span style='color:#111;'> 1.88KB </span>","children":null,"spread":false},{"title":"utils.py <span style='color:#111;'> 476B </span>","children":null,"spread":false},{"title":"atari.py <span style='color:#111;'> 8.27KB </span>","children":null,"spread":false},{"title":"__init__.py <span style='color:#111;'> 216B </span>","children":null,"spread":false},{"title":"common.py <span style='color:#111;'> 1.43KB </span>","children":null,"spread":false}],"spread":true},{"title":"models","children":[{"title":"dqn_ids.py <span style='color:#111;'> 1.86KB </span>","children":null,"spread":false},{"title":"dqn_ucb.py <span style='color:#111;'> 870B </span>","children":null,"spread":false},{"title":"trpo.py <span style='color:#111;'> 5.03KB </span>","children":null,"spread":false},{"title":"bdqn.py <span style='color:#111;'> 7.22KB </span>","children":null,"spread":false},{"title":"reinforce.py <span style='color:#111;'> 2.04KB </span>","children":null,"spread":false},{"title":"base_pg.py <span style='color:#111;'> 7.19KB </span>","children":null,"spread":false},{"title":"c51.py <span style='color:#111;'> 8.25KB </span>","children":null,"spread":false},{"title":"model.py <span style='color:#111;'> 4.93KB </span>","children":null,"spread":false},{"title":"bstrap_dqn.py <span style='color:#111;'> 8.66KB </span>","children":null,"spread":false},{"title":"__init__.py <span style='color:#111;'> 977B </span>","children":null,"spread":false},{"title":"dqn.py <span style='color:#111;'> 3.13KB </span>","children":null,"spread":false},{"title":"ppo.py <span style='color:#111;'> 3.50KB </span>","children":null,"spread":false},{"title":"dqn_ensemble.py <span style='color:#111;'> 550B </span>","children":null,"spread":false},{"title":"base_dqn.py <span style='color:#111;'> 5.25KB </span>","children":null,"spread":false},{"title":"ddpg.py <span style='color:#111;'> 14.10KB </span>","children":null,"spread":false},{"title":"c51_ids.py <span style='color:#111;'> 7.36KB </span>","children":null,"spread":false},{"title":"qrdqn_ids.py <span style='color:#111;'> 8.36KB </span>","children":null,"spread":false},{"title":"qr_dqn.py <span style='color:#111;'> 8.44KB </span>","children":null,"spread":false},{"title":"ddqn.py <span style='color:#111;'> 758B </span>","children":null,"spread":false}],"spread":false},{"title":"cmdutils","children":[{"title":"defaults.py <span style='color:#111;'> 15.30KB </span>","children":null,"spread":false},{"title":"cmdargs.py <span style='color:#111;'> 5.35KB </span>","children":null,"spread":false},{"title":"__init__.py <span style='color:#111;'> 179B </span>","children":null,"spread":false},{"title":"override.py <span style='color:#111;'> 2.33KB </span>","children":null,"spread":false}],"spread":true},{"title":"__init__.py <span style='color:#111;'> 199B </span>","children":null,"spread":false},{"title":"monitoring","children":[{"title":"vplot_manager.py <span style='color:#111;'> 2.82KB </span>","children":null,"spread":false},{"title":"monitor.py <span style='color:#111;'> 11.15KB </span>","children":null,"spread":false},{"title":"__init__.py <span style='color:#111;'> 197B </span>","children":null,"spread":false},{"title":"vplot.py <span style='color:#111;'> 18.17KB </span>","children":null,"spread":false},{"title":"stats.py <span style='color:#111;'> 23.12KB </span>","children":null,"spread":false}],"spread":true},{"title":"exploration","children":[{"title":"random_noise.py <span style='color:#111;'> 3.02KB </span>","children":null,"spread":false},{"title":"__init__.py <span style='color:#111;'> 196B </span>","children":null,"spread":false},{"title":"exploration.py <span style='color:#111;'> 469B </span>","children":null,"spread":false}],"spread":true},{"title":"schedules","children":[{"title":"linear_schedule.py <span style='color:#111;'> 1.02KB </span>","children":null,"spread":false},{"title":"piecewise_schedule.py <span style='color:#111;'> 1.82KB </span>","children":null,"spread":false},{"title":"const_schedule.py <span style='color:#111;'> 446B </span>","children":null,"spread":false},{"title":"utils.py <span style='color:#111;'> 69B </span>","children":null,"spread":false},{"title":"__init__.py <span style='color:#111;'> 308B </span>","children":null,"spread":false},{"title":"schedule.py <span style='color:#111;'> 280B </span>","children":null,"spread":false},{"title":"exponential_decay.py <span style='color:#111;'> 1.12KB </span>","children":null,"spread":false}],"spread":true},{"title":"optimizers","children":[{"title":"natural_grad.py <span style='color:#111;'> 4.58KB </span>","children":null,"spread":false},{"title":"grad_clip.py <span style='color:#111;'> 1.08KB </span>","children":null,"spread":false},{"title":"__init__.py <span style='color:#111;'> 180B </span>","children":null,"spread":false},{"title":"opt_conf.py <span style='color:#111;'> 2.09KB </span>","children":null,"spread":false}],"spread":true}],"spread":false},{"title":"examples","children":[{"title":"run_pg_agent.py <span style='color:#111;'> 1.33KB </span>","children":null,"spread":false},{"title":"run_dqn_agent.py <span style='color:#111;'> 1.45KB </span>","children":null,"spread":false}],"spread":true},{"title":"LICENSE <span style='color:#111;'> 1.05KB </span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'> 4.87KB </span>","children":null,"spread":false},{"title":"docs","children":[{"title":"Usage.md <span style='color:#111;'> 5.15KB </span>","children":null,"spread":false}],"spread":true},{"title":".gitignore <span style='color:#111;'> 93B </span>","children":null,"spread":false}],"spread":true}],"spread":true}]