Gunjan Dhanuka — Learning Notes
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reinforcement-learning
11 items with this tag.
Sep 02, 2026
Actor-Critic
reinforcement-learning
actor-critic
critic
variance-reduction
ppo
rl-for-llms
Sep 02, 2026
Advantage Function
reinforcement-learning
advantage
variance-reduction
policy-gradient
rl-for-llms
Sep 02, 2026
Generalized Advantage Estimation (GAE)
reinforcement-learning
gae
advantage-estimation
td-learning
variance-reduction
ppo
rl-for-llms
Sep 02, 2026
Markov Decision Process
reinforcement-learning
mdp
bellman
rl-for-llms
Sep 02, 2026
Policy Gradient Theorem
reinforcement-learning
policy-gradient
score-function
rlhf
rl-for-llms
Sep 02, 2026
REINFORCE
reinforcement-learning
policy-gradient
reinforce
monte-carlo
rlhf
rl-for-llms
Sep 02, 2026
Value Function
reinforcement-learning
value-function
bellman
critic
rl-for-llms
Sep 02, 2026
01 · MDPs & the RL Objective
reinforcement-learning
mdp
value-functions
bellman
rl-for-llms
Sep 02, 2026
02 · Policy Gradients
reinforcement-learning
policy-gradient
reinforce
baselines
variance-reduction
rlhf
Sep 02, 2026
03 · Actor-Critic & GAE
reinforcement-learning
actor-critic
gae
advantage-estimation
variance-reduction
ppo
rlhf
Sep 02, 2026
RL for Frontier LLMs — Curriculum
reinforcement-learning
rlhf
llm-training
curriculum