krishpop

RL Packages and Implementations

This gist is an accumulation of high-quality implementations and packages useful for research in reinforcement learning.

TensorFlow

• Dopamine
• Atari Model Zoo
• Baselines
• SpinningUp
• TRFL

wassname

from torch.optim.lr_scheduler import _LRScheduler
import numpy as np

class InterpolatingScheduler(_LRScheduler):
    def __init__(self, optimizer, steps, lrs, scale='log', last_epoch=-1):
        """A scheduler that interpolates given values
        
        Args:
        - optimizer: pytorch optimizer
        - steps: list or array with the x coordinates of the interpolated values

angstwad

# Copyright 2016-2022 Paul Durivage
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#    http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,