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"""MORL-Baselines contains various MORL algorithms and utility functions.""" | ||
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import morl_baselines.common | ||
import morl_baselines.multi_policy | ||
import morl_baselines.single_policy | ||
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__version__ = "1.0.0" |
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"""Multi-policy algorithms.""" | ||
import morl_baselines.multi_policy.capql | ||
import morl_baselines.multi_policy.envelope | ||
import morl_baselines.multi_policy.gpi_pd | ||
import morl_baselines.multi_policy.linear_support | ||
import morl_baselines.multi_policy.morld | ||
import morl_baselines.multi_policy.multi_policy_moqlearning | ||
import morl_baselines.multi_policy.pareto_q_learning | ||
import morl_baselines.multi_policy.pcn | ||
import morl_baselines.multi_policy.pgmorl |
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"""Concave-Augmented Pareto Q-Learning (CAPQL) implementation.""" | ||
import morl_baselines.multi_policy.capql.capql |
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"""Envelope Q-Learning (EQL) implementation.""" | ||
import morl_baselines.multi_policy.envelope.envelope |
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"""GPI-Prioritized Dyna.""" | ||
import morl_baselines.multi_policy.gpi_pd.gpi_pd | ||
import morl_baselines.multi_policy.gpi_pd.gpi_pd_continuous_action |
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"""Linear support algorithm.""" | ||
import morl_baselines.multi_policy.linear_support.linear_support |
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morl_baselines/multi_policy/multi_policy_moqlearning/__init__.py
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"""Outer-loop MOQ-learning algorithm.""" | ||
import morl_baselines.multi_policy.multi_policy_moqlearning.mp_mo_q_learning |
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"""Pareto Q-Learning.""" | ||
import morl_baselines.multi_policy.pareto_q_learning.pql |
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"""Pareto Conditioned Networks (PCN) for multi-policy learning.""" | ||
import morl_baselines.multi_policy.pcn.pcn |
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"""Prediction Guided Multi-Objective Reinforcement Learning (PGMORL).""" | ||
import morl_baselines.multi_policy.pgmorl.pgmorl |