diff --git a/benchmarl/conf/experiment/base_experiment.yaml b/benchmarl/conf/experiment/base_experiment.yaml
index df795c99..d1e68afe 100644
--- a/benchmarl/conf/experiment/base_experiment.yaml
+++ b/benchmarl/conf/experiment/base_experiment.yaml
@@ -86,7 +86,7 @@ evaluation_episodes: 10
 evaluation_deterministic_actions: True
 
 # List of loggers to use, options are: wandb, csv, tensorboard, mflow
-loggers: []
+loggers: [csv]
 # Wandb project name
 project_name: "benchmarl"
 # Create a json folder as part of the output in the format of marl-eval
diff --git a/examples/evaluate/outputs/2024-09-09/20-39-31/.hydra/config.yaml b/examples/evaluate/outputs/2024-09-09/20-39-31/.hydra/config.yaml
deleted file mode 100644
index 52761b9a..00000000
--- a/examples/evaluate/outputs/2024-09-09/20-39-31/.hydra/config.yaml
+++ /dev/null
@@ -1,81 +0,0 @@
-experiment:
-  sampling_device: cpu
-  train_device: cpu
-  buffer_device: cpu
-  share_policy_params: true
-  prefer_continuous_actions: true
-  collect_with_grad: false
-  gamma: 0.9
-  lr: 5.0e-05
-  adam_eps: 1.0e-06
-  clip_grad_norm: true
-  clip_grad_val: 5.0
-  soft_target_update: true
-  polyak_tau: 0.005
-  hard_target_update_frequency: 5
-  exploration_eps_init: 0.8
-  exploration_eps_end: 0.01
-  exploration_anneal_frames: null
-  max_n_iters: 3
-  max_n_frames: 3000000
-  on_policy_collected_frames_per_batch: 100
-  on_policy_n_envs_per_worker: 10
-  on_policy_n_minibatch_iters: 45
-  on_policy_minibatch_size: 400
-  off_policy_collected_frames_per_batch: 6000
-  off_policy_n_envs_per_worker: 10
-  off_policy_n_optimizer_steps: 1000
-  off_policy_train_batch_size: 128
-  off_policy_memory_size: 1000000
-  off_policy_init_random_frames: 0
-  evaluation: true
-  render: true
-  evaluation_interval: 120000
-  evaluation_episodes: 10
-  evaluation_deterministic_actions: true
-  loggers:
-  - csv
-  project_name: benchmarl
-  create_json: true
-  save_folder: null
-  restore_file: null
-  restore_map_location: null
-  checkpoint_interval: 100
-  checkpoint_at_end: false
-  keep_checkpoints_num: 3
-algorithm:
-  share_param_critic: true
-  clip_epsilon: 0.2
-  entropy_coef: 0.0
-  critic_coef: 1.0
-  loss_critic_type: l2
-  lmbda: 0.9
-  scale_mapping: biased_softplus_1.0
-  use_tanh_normal: true
-  minibatch_advantage: false
-task:
-  max_steps: 100
-  n_agents: 4
-  random_package_pos_on_line: true
-  package_mass: 5.0
-model:
-  name: mlp
-  num_cells:
-  - 256
-  - 256
-  layer_class: torch.nn.Linear
-  activation_class: torch.nn.Tanh
-  activation_kwargs: null
-  norm_class: null
-  norm_kwargs: null
-critic_model:
-  name: mlp
-  num_cells:
-  - 256
-  - 256
-  layer_class: torch.nn.Linear
-  activation_class: torch.nn.Tanh
-  activation_kwargs: null
-  norm_class: null
-  norm_kwargs: null
-seed: 0
diff --git a/examples/evaluate/outputs/2024-09-09/20-39-31/.hydra/hydra.yaml b/examples/evaluate/outputs/2024-09-09/20-39-31/.hydra/hydra.yaml
deleted file mode 100644
index 2a0621fc..00000000
--- a/examples/evaluate/outputs/2024-09-09/20-39-31/.hydra/hydra.yaml
+++ /dev/null
@@ -1,164 +0,0 @@
-hydra:
-  run:
-    dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S}
-  sweep:
-    dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S}
-    subdir: ${hydra.job.num}
-  launcher:
-    _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher
-  sweeper:
-    _target_: hydra._internal.core_plugins.basic_sweeper.BasicSweeper
-    max_batch_size: null
-    params: null
-  help:
-    app_name: ${hydra.job.name}
-    header: '${hydra.help.app_name} is powered by Hydra.
-
-      '
-    footer: 'Powered by Hydra (https://hydra.cc)
-
-      Use --hydra-help to view Hydra specific help
-
-      '
-    template: '${hydra.help.header}
-
-      == Configuration groups ==
-
-      Compose your configuration from those groups (group=option)
-
-
-      $APP_CONFIG_GROUPS
-
-
-      == Config ==
-
-      Override anything in the config (foo.bar=value)
-
-
-      $CONFIG
-
-
-      ${hydra.help.footer}
-
-      '
-  hydra_help:
-    template: 'Hydra (${hydra.runtime.version})
-
-      See https://hydra.cc for more info.
-
-
-      == Flags ==
-
-      $FLAGS_HELP
-
-
-      == Configuration groups ==
-
-      Compose your configuration from those groups (For example, append hydra/job_logging=disabled
-      to command line)
-
-
-      $HYDRA_CONFIG_GROUPS
-
-
-      Use ''--cfg hydra'' to Show the Hydra config.
-
-      '
-    hydra_help: ???
-  hydra_logging:
-    version: 1
-    formatters:
-      simple:
-        format: '[%(asctime)s][HYDRA] %(message)s'
-    handlers:
-      console:
-        class: logging.StreamHandler
-        formatter: simple
-        stream: ext://sys.stdout
-    root:
-      level: INFO
-      handlers:
-      - console
-    loggers:
-      logging_example:
-        level: DEBUG
-    disable_existing_loggers: false
-  job_logging:
-    version: 1
-    formatters:
-      simple:
-        format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s'
-    handlers:
-      console:
-        class: logging.StreamHandler
-        formatter: simple
-        stream: ext://sys.stdout
-      file:
-        class: logging.FileHandler
-        formatter: simple
-        filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log
-    root:
-      level: INFO
-      handlers:
-      - console
-      - file
-    disable_existing_loggers: false
-  env: {}
-  mode: RUN
-  searchpath: []
-  callbacks: {}
-  output_subdir: .hydra
-  overrides:
-    hydra:
-    - hydra.mode=RUN
-    task:
-    - task=vmas/balance
-    - algorithm=mappo
-    - experiment.max_n_iters=3
-    - experiment.on_policy_collected_frames_per_batch=100
-    - experiment.checkpoint_interval=100
-  job:
-    name: run
-    chdir: null
-    override_dirname: algorithm=mappo,experiment.checkpoint_interval=100,experiment.max_n_iters=3,experiment.on_policy_collected_frames_per_batch=100,task=vmas/balance
-    id: ???
-    num: ???
-    config_name: config
-    env_set: {}
-    env_copy: []
-    config:
-      override_dirname:
-        kv_sep: '='
-        item_sep: ','
-        exclude_keys: []
-  runtime:
-    version: 1.3.2
-    version_base: '1.3'
-    cwd: /Users/Matteo/PycharmProjects/BenchMARL/examples/evaluate
-    config_sources:
-    - path: hydra.conf
-      schema: pkg
-      provider: hydra
-    - path: /Users/Matteo/PycharmProjects/BenchMARL/benchmarl/conf
-      schema: file
-      provider: main
-    - path: ''
-      schema: structured
-      provider: schema
-    output_dir: /Users/Matteo/PycharmProjects/BenchMARL/examples/evaluate/outputs/2024-09-09/20-39-31
-    choices:
-      model@critic_model: layers/mlp
-      model: layers/mlp
-      task: vmas/balance
-      algorithm: mappo
-      experiment: base_experiment
-      hydra/env: default
-      hydra/callbacks: null
-      hydra/job_logging: default
-      hydra/hydra_logging: default
-      hydra/hydra_help: default
-      hydra/help: default
-      hydra/sweeper: basic
-      hydra/launcher: basic
-      hydra/output: default
-  verbose: false
diff --git a/examples/evaluate/outputs/2024-09-09/20-39-31/.hydra/overrides.yaml b/examples/evaluate/outputs/2024-09-09/20-39-31/.hydra/overrides.yaml
deleted file mode 100644
index 703f7dbd..00000000
--- a/examples/evaluate/outputs/2024-09-09/20-39-31/.hydra/overrides.yaml
+++ /dev/null
@@ -1,5 +0,0 @@
-- task=vmas/balance
-- algorithm=mappo
-- experiment.max_n_iters=3
-- experiment.on_policy_collected_frames_per_batch=100
-- experiment.checkpoint_interval=100
diff --git a/examples/evaluate/outputs/2024-09-09/20-39-31/mappo_balance_mlp__cd977b69_24_09_09-20_39_31/checkpoints/checkpoint_100.pt b/examples/evaluate/outputs/2024-09-09/20-39-31/mappo_balance_mlp__cd977b69_24_09_09-20_39_31/checkpoints/checkpoint_100.pt
deleted file mode 100644
index eceaf3d3..00000000
Binary files a/examples/evaluate/outputs/2024-09-09/20-39-31/mappo_balance_mlp__cd977b69_24_09_09-20_39_31/checkpoints/checkpoint_100.pt and /dev/null differ
diff --git a/examples/evaluate/outputs/2024-09-09/20-39-31/mappo_balance_mlp__cd977b69_24_09_09-20_39_31/checkpoints/checkpoint_200.pt b/examples/evaluate/outputs/2024-09-09/20-39-31/mappo_balance_mlp__cd977b69_24_09_09-20_39_31/checkpoints/checkpoint_200.pt
deleted file mode 100644
index cd0b61ab..00000000
Binary files a/examples/evaluate/outputs/2024-09-09/20-39-31/mappo_balance_mlp__cd977b69_24_09_09-20_39_31/checkpoints/checkpoint_200.pt and /dev/null differ
diff --git a/examples/evaluate/evalaute_experiment.py b/examples/evaluating/evalaute_experiment.py
similarity index 100%
rename from examples/evaluate/evalaute_experiment.py
rename to examples/evaluating/evalaute_experiment.py
diff --git a/examples/evaluate/evaluate_experiment.sh b/examples/evaluating/evaluate_experiment.sh
similarity index 100%
rename from examples/evaluate/evaluate_experiment.sh
rename to examples/evaluating/evaluate_experiment.sh