Deep RL Bootcamp Lectures
15 videos • 97 views • by Yousof
https://sites.google.com/view/deep-rl...
1
Deep RL Bootcamp Lecture 1: Motivation + Overview + Exact Solution Methods
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2
Deep RL Bootcamp Lecture 2: Sampling-based Approximations and Function Fitting
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3
Deep RL Bootcamp Lecture 3: Deep Q-Networks
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4
Deep RL Bootcamp Lecture 4A: Policy Gradients
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5
Deep RL Bootcamp Lecture 4B Policy Gradients Revisited
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6
Deep RL Bootcamp Lecture 5: Natural Policy Gradients, TRPO, PPO
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7
Deep RL Bootcamp Lecture 6: Nuts and Bolts of Deep RL Experimentation
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8
Deep RL Bootcamp Lecture 7 SVG, DDPG, and Stochastic Computation Graphs (John Schulman)
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9
Deep RL Bootcamp Lecture 8 Derivative Free Methods
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10
Deep RL Bootcamp Lecture 9 Model-based Reinforcement Learning
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11
Deep RL Bootcamp Lecture 10A Utlities
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12
Deep RL Bootcamp Lecture 10B Inverse Reinforcement Learning
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13
Deep RL Bootcamp Frontiers Lecture I: Recent Advances, Frontiers and Future of Deep RL
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14
Frontiers Lecture II: Recent Advances, Frontiers and Future of Deep RL
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15
Deep RL Bootcamp TAs Research Overview
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