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Commits on Nov 24, 2023

• improve: detach tensors in policy_gradient.py

  rafonsor

  committed
  d7765bc

Commits on Nov 22, 2023

• meta: add Q-Transformers to plan

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  39ebc11

• improve: offline and batch NAF

  rafonsor

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  cbad6b1

• feat: online NAF

  rafonsor

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  dfdbaa0

• feat: NAF action-value function

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  9638d01

Commits on Nov 21, 2023

• feat: Agent classes for optimal acting

  rafonsor

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  1cbe7ed

Commits on Nov 17, 2023

• meta: reorganise model-free algos

  Show description for 808cad6
  rafonsor

  committed
  808cad6

• feat: ACER for continuous Action spaces

  rafonsor

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  ccad3b3

• improve: update Policy functions

  rafonsor

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  baf448b

Commits on Nov 16, 2023

• feat: ACER for discrete Action spaces

  Show description for 9810bc3
  rafonsor

  committed
  9810bc3

• fix: incorrect LogSoftmax dimension in test Policy network

  rafonsor

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  a3c297d

Commits on Nov 14, 2023

• feat: DuelingDQN

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  72ee1fa

Commits on Nov 12, 2023

• feat: ACKTR

  rafonsor

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  4a37b15

Commits on Nov 11, 2023

• feat: K-FAC Optimizer

  rafonsor

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  e734fe2

Commits on Nov 9, 2023

• meta: update plan progress

  rafonsor

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  1df7302

• feat: ICM, a model-based exploratory A2C driven by curiosity

  rafonsor

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  87773f6

Commits on Nov 7, 2023

• meta: add ICM to plan, sort

  rafonsor

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  40179da

Commits on Nov 5, 2023

• meta: plan - add model-based algos

  rafonsor

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  d4db74c

• meta: plan

  rafonsor

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  ac18559

Commits on Nov 4, 2023

• meta: align methods, module exports

  rafonsor

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  3734e13

• feat: modern Soft Actor-Critic (QSAC) without State-value function

  rafonsor

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  8c45ce6

• feat: original Soft Actor-Critic (SAC)

  rafonsor

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  956a806

• improve: refactor policy and value function objects

  rafonsor

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  f308062

Commits on Nov 3, 2023

• improve: move DDPG algos to own module, add config validation

  rafonsor

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  961f252

• feat: TwinDelayedDDPG

  rafonsor

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  5541843

• feat: DDPG

  rafonsor

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  2a26930

Commits on Nov 2, 2023

• feat: TRPO with support for adaptive penalty

  rafonsor

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  7adaffa

• feat: full PPO

  rafonsor

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  7c16f9e

• feat: simplified PPO

  rafonsor

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  590f8a9

• bug: typo in varname

  rafonsor

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  c04e78e

Commits on Nov 1, 2023

• feat: Entropy regularisation for A2C

  rafonsor

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  ba4877c

• feat: A2C

  rafonsor

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  08f0718

Commits on Oct 31, 2023

• feat: CliffWalking gym env for online AC, change blackjack for offline REINFORCE

  rafonsor

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  07126d0

• improve: refactor policy gradient algorithms, fix FrozenTrajectory creation

  rafonsor

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  123a0ce

Commits on Oct 29, 2023

• improve: DQN tweaks, force deletion/gc

  rafonsor

  committed
  5a7c383

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